{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "_kg_hide-output": true,
    "execution": {
     "iopub.execute_input": "2021-03-18T07:06:25.553668Z",
     "iopub.status.busy": "2021-03-18T07:06:25.552883Z",
     "iopub.status.idle": "2021-03-18T07:06:50.768507Z",
     "shell.execute_reply": "2021-03-18T07:06:50.767780Z"
    },
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     "duration": 25.239227,
     "end_time": "2021-03-18T07:06:50.768739",
     "exception": false,
     "start_time": "2021-03-18T07:06:25.529512",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: Cython in /opt/conda/lib/python3.7/site-packages (from -r ../input/yolov5/yolov5/requirements.txt (line 4)) (0.29.21)\r\n",
      "Requirement already satisfied: matplotlib>=3.2.2 in /opt/conda/lib/python3.7/site-packages (from -r ../input/yolov5/yolov5/requirements.txt (line 5)) (3.3.3)\r\n",
      "Requirement already satisfied: numpy>=1.18.5 in /opt/conda/lib/python3.7/site-packages (from -r ../input/yolov5/yolov5/requirements.txt (line 6)) (1.19.5)\r\n",
      "Requirement already satisfied: opencv-python>=4.1.2 in /opt/conda/lib/python3.7/site-packages (from -r ../input/yolov5/yolov5/requirements.txt (line 7)) (4.5.1.48)\r\n",
      "Requirement already satisfied: Pillow in /opt/conda/lib/python3.7/site-packages (from -r ../input/yolov5/yolov5/requirements.txt (line 8)) (7.2.0)\r\n",
      "Requirement already satisfied: PyYAML>=5.3.1 in /opt/conda/lib/python3.7/site-packages (from -r ../input/yolov5/yolov5/requirements.txt (line 9)) (5.3.1)\r\n",
      "Requirement already satisfied: scipy>=1.4.1 in /opt/conda/lib/python3.7/site-packages (from -r ../input/yolov5/yolov5/requirements.txt (line 10)) (1.4.1)\r\n",
      "Requirement already satisfied: tensorboard>=2.2 in /opt/conda/lib/python3.7/site-packages (from -r ../input/yolov5/yolov5/requirements.txt (line 11)) (2.4.1)\r\n",
      "Requirement already satisfied: torch>=1.7.0 in /opt/conda/lib/python3.7/site-packages (from -r ../input/yolov5/yolov5/requirements.txt (line 12)) (1.7.0)\r\n",
      "Requirement already satisfied: torchvision>=0.8.1 in /opt/conda/lib/python3.7/site-packages (from -r ../input/yolov5/yolov5/requirements.txt (line 13)) (0.8.1)\r\n",
      "Requirement already satisfied: tqdm>=4.41.0 in /opt/conda/lib/python3.7/site-packages (from -r ../input/yolov5/yolov5/requirements.txt (line 14)) (4.55.1)\r\n",
      "Requirement already satisfied: seaborn>=0.11.0 in /opt/conda/lib/python3.7/site-packages (from -r ../input/yolov5/yolov5/requirements.txt (line 20)) (0.11.1)\r\n",
      "Requirement already satisfied: pandas in /opt/conda/lib/python3.7/site-packages (from -r ../input/yolov5/yolov5/requirements.txt (line 21)) (1.2.0)\r\n",
      "Collecting thop\r\n",
      "  Downloading thop-0.0.31.post2005241907-py3-none-any.whl (8.7 kB)\r\n",
      "Collecting pycocotools>=2.0\r\n",
      "  Downloading pycocotools-2.0.2.tar.gz (23 kB)\r\n",
      "Requirement already satisfied: python-dateutil>=2.1 in /opt/conda/lib/python3.7/site-packages (from matplotlib>=3.2.2->-r ../input/yolov5/yolov5/requirements.txt (line 5)) (2.8.1)\r\n",
      "Requirement already satisfied: cycler>=0.10 in /opt/conda/lib/python3.7/site-packages (from matplotlib>=3.2.2->-r ../input/yolov5/yolov5/requirements.txt (line 5)) (0.10.0)\r\n",
      "Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.3 in /opt/conda/lib/python3.7/site-packages (from matplotlib>=3.2.2->-r ../input/yolov5/yolov5/requirements.txt (line 5)) (2.4.7)\r\n",
      "Requirement already satisfied: kiwisolver>=1.0.1 in /opt/conda/lib/python3.7/site-packages (from matplotlib>=3.2.2->-r ../input/yolov5/yolov5/requirements.txt (line 5)) (1.3.1)\r\n",
      "Requirement already satisfied: setuptools>=18.0 in /opt/conda/lib/python3.7/site-packages (from pycocotools>=2.0->-r ../input/yolov5/yolov5/requirements.txt (line 30)) (49.6.0.post20201009)\r\n",
      "Requirement already satisfied: pytz>=2017.3 in /opt/conda/lib/python3.7/site-packages (from pandas->-r ../input/yolov5/yolov5/requirements.txt (line 21)) (2020.5)\r\n",
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      "Requirement already satisfied: werkzeug>=0.11.15 in /opt/conda/lib/python3.7/site-packages (from tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (1.0.1)\r\n",
      "Requirement already satisfied: requests<3,>=2.21.0 in /opt/conda/lib/python3.7/site-packages (from tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (2.25.1)\r\n",
      "Requirement already satisfied: google-auth<2,>=1.6.3 in /opt/conda/lib/python3.7/site-packages (from tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (1.24.0)\r\n",
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      "Requirement already satisfied: google-auth-oauthlib<0.5,>=0.4.1 in /opt/conda/lib/python3.7/site-packages (from tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (0.4.2)\r\n",
      "Requirement already satisfied: grpcio>=1.24.3 in /opt/conda/lib/python3.7/site-packages (from tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (1.32.0)\r\n",
      "Requirement already satisfied: six>=1.10.0 in /opt/conda/lib/python3.7/site-packages (from tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (1.15.0)\r\n",
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      "Requirement already satisfied: absl-py>=0.4 in /opt/conda/lib/python3.7/site-packages (from tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (0.10.0)\r\n",
      "Requirement already satisfied: wheel>=0.26 in /opt/conda/lib/python3.7/site-packages (from tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (0.36.2)\r\n",
      "Requirement already satisfied: future in /opt/conda/lib/python3.7/site-packages (from torch>=1.7.0->-r ../input/yolov5/yolov5/requirements.txt (line 12)) (0.18.2)\r\n",
      "Requirement already satisfied: typing_extensions in /opt/conda/lib/python3.7/site-packages (from torch>=1.7.0->-r ../input/yolov5/yolov5/requirements.txt (line 12)) (3.7.4.3)\r\n",
      "Requirement already satisfied: dataclasses in /opt/conda/lib/python3.7/site-packages (from torch>=1.7.0->-r ../input/yolov5/yolov5/requirements.txt (line 12)) (0.6)\r\n",
      "Requirement already satisfied: rsa<5,>=3.1.4 in /opt/conda/lib/python3.7/site-packages (from google-auth<2,>=1.6.3->tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (4.6)\r\n",
      "Requirement already satisfied: pyasn1-modules>=0.2.1 in /opt/conda/lib/python3.7/site-packages (from google-auth<2,>=1.6.3->tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (0.2.7)\r\n",
      "Requirement already satisfied: cachetools<5.0,>=2.0.0 in /opt/conda/lib/python3.7/site-packages (from google-auth<2,>=1.6.3->tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (4.1.1)\r\n",
      "Requirement already satisfied: requests-oauthlib>=0.7.0 in /opt/conda/lib/python3.7/site-packages (from google-auth-oauthlib<0.5,>=0.4.1->tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (1.3.0)\r\n",
      "Requirement already satisfied: importlib-metadata in /opt/conda/lib/python3.7/site-packages (from markdown>=2.6.8->tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (3.3.0)\r\n",
      "Requirement already satisfied: pyasn1<0.5.0,>=0.4.6 in /opt/conda/lib/python3.7/site-packages (from pyasn1-modules>=0.2.1->google-auth<2,>=1.6.3->tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (0.4.8)\r\n",
      "Requirement already satisfied: chardet<5,>=3.0.2 in /opt/conda/lib/python3.7/site-packages (from requests<3,>=2.21.0->tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (3.0.4)\r\n",
      "Requirement already satisfied: urllib3<1.27,>=1.21.1 in /opt/conda/lib/python3.7/site-packages (from requests<3,>=2.21.0->tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (1.26.2)\r\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /opt/conda/lib/python3.7/site-packages (from requests<3,>=2.21.0->tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (2020.12.5)\r\n",
      "Requirement already satisfied: idna<3,>=2.5 in /opt/conda/lib/python3.7/site-packages (from requests<3,>=2.21.0->tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (2.10)\r\n",
      "Requirement already satisfied: oauthlib>=3.0.0 in /opt/conda/lib/python3.7/site-packages (from requests-oauthlib>=0.7.0->google-auth-oauthlib<0.5,>=0.4.1->tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (3.0.1)\r\n",
      "Requirement already satisfied: zipp>=0.5 in /opt/conda/lib/python3.7/site-packages (from importlib-metadata->markdown>=2.6.8->tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (3.4.0)\r\n",
      "Building wheels for collected packages: pycocotools\r\n",
      "  Building wheel for pycocotools (setup.py) ... \u001b[?25l-\b \b\\\b \b|\b \b/\b \b-\b \b\\\b \b|\b \b/\b \bdone\r\n",
      "\u001b[?25h  Created wheel for pycocotools: filename=pycocotools-2.0.2-cp37-cp37m-linux_x86_64.whl size=272640 sha256=2290626b600c7310f86c58b4060480d1558fec4ce44849f3ecee2426c43834ca\r\n",
      "  Stored in directory: /root/.cache/pip/wheels/bc/cf/1b/e95c99c5f9d1648be3f500ca55e7ce55f24818b0f48336adaf\r\n",
      "Successfully built pycocotools\r\n",
      "Installing collected packages: thop, pycocotools\r\n",
      "Successfully installed pycocotools-2.0.2 thop-0.0.31.post2005241907\r\n",
      "Collecting timm\r\n",
      "  Downloading timm-0.4.5-py3-none-any.whl (287 kB)\r\n",
      "\u001b[K     |████████████████████████████████| 287 kB 2.9 MB/s \r\n",
      "\u001b[?25hRequirement already satisfied: torchvision in /opt/conda/lib/python3.7/site-packages (from timm) (0.8.1)\r\n",
      "Requirement already satisfied: torch>=1.4 in /opt/conda/lib/python3.7/site-packages (from timm) (1.7.0)\r\n",
      "Requirement already satisfied: future in /opt/conda/lib/python3.7/site-packages (from torch>=1.4->timm) (0.18.2)\r\n",
      "Requirement already satisfied: typing_extensions in /opt/conda/lib/python3.7/site-packages (from torch>=1.4->timm) (3.7.4.3)\r\n",
      "Requirement already satisfied: dataclasses in /opt/conda/lib/python3.7/site-packages (from torch>=1.4->timm) (0.6)\r\n",
      "Requirement already satisfied: numpy in /opt/conda/lib/python3.7/site-packages (from torch>=1.4->timm) (1.19.5)\r\n",
      "Requirement already satisfied: pillow>=4.1.1 in /opt/conda/lib/python3.7/site-packages (from torchvision->timm) (7.2.0)\r\n",
      "Installing collected packages: timm\r\n",
      "Successfully installed timm-0.4.5\r\n"
     ]
    }
   ],
   "source": [
    "!pip install -r ../input/yolov5/yolov5/requirements.txt\n",
    "!pip install timm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "_cell_guid": "b1076dfc-b9ad-4769-8c92-a6c4dae69d19",
    "_uuid": "8f2839f25d086af736a60e9eeb907d3b93b6e0e5",
    "execution": {
     "iopub.execute_input": "2021-03-18T07:06:50.839955Z",
     "iopub.status.busy": "2021-03-18T07:06:50.839197Z",
     "iopub.status.idle": "2021-03-18T07:06:57.107988Z",
     "shell.execute_reply": "2021-03-18T07:06:57.107005Z"
    },
    "papermill": {
     "duration": 6.310348,
     "end_time": "2021-03-18T07:06:57.108151",
     "exception": false,
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     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "import sys\n",
    "sys.path.extend(['../input/effdet/',\n",
    "                 '../input/iterstrat/',\n",
    "                 '../input/weightedboxfusion/',\n",
    "                 '../input/efficientnet-pytorch/EfficientNet-PyTorch/EfficientNet-PyTorch-master/'])\n",
    "\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.patches as patches\n",
    "import seaborn as sns\n",
    "from pathlib import Path\n",
    "import json\n",
    "import re\n",
    "import logging\n",
    "import gc\n",
    "import random\n",
    "import warnings\n",
    "from tqdm.notebook import tqdm\n",
    "from PIL import Image\n",
    "import os\n",
    "from glob import glob\n",
    "from joblib import Parallel, delayed\n",
    "import shutil as sh\n",
    "from itertools import product\n",
    "from collections import OrderedDict\n",
    "import plotly\n",
    "import plotly.express as px\n",
    "import plotly.graph_objects as go\n",
    "import plotly.offline as pyo\n",
    "from ml_stratifiers import MultilabelStratifiedKFold\n",
    "from ensemble_boxes import nms, weighted_boxes_fusion\n",
    "import torchvision.transforms as transforms\n",
    "import albumentations as al\n",
    "from albumentations import ImageOnlyTransform\n",
    "from albumentations.pytorch import ToTensorV2, ToTensor\n",
    "from albumentations.core.transforms_interface import DualTransform, ImageOnlyTransform\n",
    "\n",
    "import cv2\n",
    "import pydicom\n",
    "from IPython.display import display, Image\n",
    "from sklearn.model_selection import train_test_split, KFold, GroupKFold, StratifiedKFold\n",
    "import torch\n",
    "from torch.nn import functional as f\n",
    "import torch.nn as nn\n",
    "from torch.optim import Adam\n",
    "from torch.optim.lr_scheduler import StepLR, ReduceLROnPlateau, CosineAnnealingLR\n",
    "from torch.utils.data import Dataset, DataLoader, sampler\n",
    "import timm\n",
    "from efficientnet_pytorch import EfficientNet\n",
    "\n",
    "pd.options.display.max_columns = None\n",
    "warnings.filterwarnings('ignore')\n",
    "\n",
    "logging.basicConfig(format='%(asctime)s +++ %(message)s',\n",
    "                    datefmt='%d-%m-%y %H:%M:%S', level=logging.INFO)\n",
    "logger = logging.getLogger()\n",
    "\n",
    "device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')\n",
    "logger.info(device)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
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     "duration": 0.027798,
     "end_time": "2021-03-18T07:06:57.164431",
     "exception": false,
     "start_time": "2021-03-18T07:06:57.136633",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Config"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "_cell_guid": "79c7e3d0-c299-4dcb-8224-4455121ee9b0",
    "_uuid": "d629ff2d2480ee46fbb7e2d37f6b5fab8052498a",
    "execution": {
     "iopub.execute_input": "2021-03-18T07:06:57.240838Z",
     "iopub.status.busy": "2021-03-18T07:06:57.230261Z",
     "iopub.status.idle": "2021-03-18T07:06:57.251375Z",
     "shell.execute_reply": "2021-03-18T07:06:57.250626Z"
    },
    "papermill": {
     "duration": 0.058793,
     "end_time": "2021-03-18T07:06:57.251540",
     "exception": false,
     "start_time": "2021-03-18T07:06:57.192747",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "os.environ[\"WANDB_API_KEY\"] = '8f435998b1a6f9a4e59bfaef1deed81c1362a97d'\n",
    "os.environ[\"WANDB_MODE\"] = \"dryrun\"\n",
    "\n",
    "MAIN_PATH = '../input/vinbigdata-chest-xray-abnormalities-detection/'\n",
    "CLASSIFIER_MAIN_PATH = '../input/efficientnet-pytorch/'\n",
    "RESIZE_1024_PATH = '../input/vinbigdata-chest-xray-resized-png-1024x1024/'\n",
    "RESIZE_512_PATH = '../input/vinbigdata/'\n",
    "TRAIN_PATH = os.path.join(MAIN_PATH, 'train.csv')\n",
    "SUB_PATH = os.path.join(MAIN_PATH, 'sample_submission.csv')\n",
    "TRAIN_DICOM_PATH = os.path.join(MAIN_PATH, 'train')\n",
    "TEST_DICOM_PATH = os.path.join(MAIN_PATH, 'test')\n",
    "TRAIN_1024_PATH = os.path.join(RESIZE_1024_PATH, 'train')\n",
    "TEST_1024_PATH = os.path.join(RESIZE_1024_PATH, 'test')\n",
    "TRAIN_512_PATH = os.path.join(RESIZE_512_PATH, 'train')\n",
    "TEST_512_PATH = os.path.join(RESIZE_512_PATH, 'test')\n",
    "TRAIN_META_PATH = os.path.join(RESIZE_1024_PATH, 'train_meta.csv')\n",
    "TEST_META_PATH = '../input/vinbigdata-testmeta/test_meta.csv'\n",
    "TEST_CLASS_PATH = '../input/vinbigdata-2class-prediction/2-cls test pred.csv'\n",
    "MODEL_WEIGHT = '../input/efficientdet/tf_efficientdet_d7_53-6d1d7a95.pth'\n",
    "SIZE = 512\n",
    "IMG_SIZE = (SIZE, SIZE)\n",
    "ACCULATION = 1\n",
    "MOSAIC_RATIO = 0.4\n",
    "    \n",
    "class GlobalConfig:\n",
    "    model_use = 'd0'\n",
    "    model_weight = '../input/efficientdet/tf_efficientdet_d0_34-f153e0cf.pth'\n",
    "    img_size = IMG_SIZE\n",
    "    fold_num = 5\n",
    "    seed = 89\n",
    "    num_workers = 12\n",
    "    batch_size = 8\n",
    "    n_epochs = 20\n",
    "    lr = 1e-2\n",
    "    verbose = 1\n",
    "    verbose_step = 1\n",
    "    step_scheduler = False  # do scheduler.step after optimizer.step\n",
    "    validation_scheduler = True  # do scheduler.step after validation stage loss\n",
    "    SchedulerClass = torch.optim.lr_scheduler.ReduceLROnPlateau\n",
    "#     output_path = './save/'\n",
    "    scheduler_params = dict(\n",
    "        mode='min', \n",
    "        factor=0.2,\n",
    "        patience=1,\n",
    "        threshold_mode='abs',\n",
    "        min_lr=1e-7\n",
    "    )\n",
    "    \n",
    "class PredictConfig:\n",
    "    img_size = IMG_SIZE\n",
    "    batch_size = 16\n",
    "    model_classifier_use = 'b0'\n",
    "    weight_classifier = '../input/effdet-d5-512/model_classifier_b0_512.pth'\n",
    "#     weight_classifier = '../input/x-chest-1024-classifier/model_classifier.pth'\n",
    "    score_thresh = 0.05\n",
    "    iou_thresh = 0.4\n",
    "    iou_thresh2 = 0.1\n",
    "    iou_thresh11 = 0.0001\n",
    "    skip_thresh = 0.0001\n",
    "    sigma = 0.1\n",
    "    score_0 = 0.385\n",
    "    score_3 = 0.4\n",
    "    score_last = 0.0\n",
    "    score_last2 = 0.95\n",
    "    score_9 = 0.1\n",
    "    score_11 = 0.015\n",
    "    classification_thresh = 0.003751\n",
    "    \n",
    "list_remove = [34843, 21125, 647, 18011, 2539, 22373, 12675, 7359, 20642, 5502, 19818, 5832, 28056, 28333, 20758,\n",
    "               925, 43, 2199, 4610, 21306, 16677, 1768, 17232, 1378, 24949, 30203, 31410, 87, 25318, 92, 31724,\n",
    "               118, 17687, 12605, 26157, 33875, 7000, 3730, 18776, 13225, 1109, 2161, 33627, 15500, 28633, 28152,\n",
    "               10114, 10912, 9014,  4427, 25630, 11464, 6419, 22164, 4386, 17557, 15264, 21853, 33142, 32895, 9733,\n",
    "               33010, 17493, 32128, 28802, 11658, 8841, 29557, 4802, 8591, 778, 9935, 12359, 5210, 7556, 24505, 5664,\n",
    "               28670, 27820, 19359, 9817, 7800, 32934, 34098, 27931, 16074, 27308, 30645, 31029, 35697, 6199, 27065,\n",
    "               1771, 14689, 31860, 1975, 29294, 2304, 34018, 23406, 26501, 26011, 2479, 32796, 25836, 3032, 31454,\n",
    "               32066, 19722, 15997, 6049, 9458, 11005, 23151, 24503, 35411, 18092, 23815, 30742, 33942, 34542, 7655,\n",
    "               25345, 3750, 17046, 3844, 5958, 4250, 18823, 14898, 22581, 25805, 9651, 33194, 36007, 30160, 24459,\n",
    "               10838, 16544, 31252, 8053, 28487, 6208, 25244, 8470, 10089, 24813, 14769, 34305, 34047, 23366, 8049,\n",
    "               13276, 22380, 32797, 32440, 11031, 18304, 33692, 21349, 26333, 34331, 9110, 21092, 34882, 35626, 10203,\n",
    "               25648, 30754, 29567, 33542, 15146, 26759, 20846, 22493, 33187, 22813, 30219, 14548, 14627, 20494, 28332,\n",
    "               15930, 31347, 33489, 35005, 34032, 24183, 18643, 18536, 29754, 20380, 29750, 20539, 35791, 27275, 32248]\n",
    "image_remove = ['9c83d9f88170cd38f7bca54fe27dc48a', 'ac2a615b3861212f9a2ada6acd077fd9',\n",
    "                'f9f7feefb4bac748ff7ad313e4a78906', 'f89143595274fa6016f6eec550442af9',\n",
    "                '6c08a98e48ba72aee1b7b62e1f28e6da', 'e7a58f5647d24fc877f9cb3d051792e2',\n",
    "                '8f98e3e6e86e573a6bd32403086b3707', '43d3137e74ebd344636228e786cb91b0',\n",
    "                '575b98a9f9824d519937a776bd819cc4', 'ca6c1531a83f8ee89916ed934f8d4847',\n",
    "                '0c6a7e3c733bd4f4d89443ca16615fc6', 'ae5cec1517ab3e82c5374e4c6219a17d',\n",
    "                '064023f1ff95962a1eee46b9f05f7309', '27c831fee072b232499541b0aca58d9c',\n",
    "                '0b98b21145a9425bf3eeea4b0de425e7', '7df5c81873c74ecc40610a1ad4eb2943']"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "papermill": {
     "duration": 0.029558,
     "end_time": "2021-03-18T07:06:57.309609",
     "exception": false,
     "start_time": "2021-03-18T07:06:57.280051",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T07:06:57.381638Z",
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     "iopub.status.idle": "2021-03-18T07:06:57.422086Z",
     "shell.execute_reply": "2021-03-18T07:06:57.421426Z"
    },
    "papermill": {
     "duration": 0.083927,
     "end_time": "2021-03-18T07:06:57.422250",
     "exception": false,
     "start_time": "2021-03-18T07:06:57.338323",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "class BaseWheatTTA:\n",
    "    \"\"\" author: @shonenkov \"\"\"\n",
    "    image_size = IMG_SIZE\n",
    "\n",
    "    def augment(self, image):\n",
    "        raise NotImplementedError\n",
    "    \n",
    "    def batch_augment(self, images):\n",
    "        raise NotImplementedError\n",
    "    \n",
    "    def deaugment_boxes(self, boxes):\n",
    "        raise NotImplementedError\n",
    "\n",
    "class TTAHorizontalFlip(BaseWheatTTA):\n",
    "    \"\"\" author: @shonenkov \"\"\"\n",
    "\n",
    "    def augment(self, image):\n",
    "        return image.flip(1)\n",
    "    \n",
    "    def batch_augment(self, images):\n",
    "        return images.flip(2)\n",
    "    \n",
    "    def deaugment_boxes(self, boxes):\n",
    "        boxes[:, [1,3]] = self.image_size - boxes[:, [3,1]]\n",
    "        return boxes\n",
    "\n",
    "class TTAVerticalFlip(BaseWheatTTA):\n",
    "    \"\"\" author: @shonenkov \"\"\"\n",
    "    \n",
    "    def augment(self, image):\n",
    "        return image.flip(2)\n",
    "    \n",
    "    def batch_augment(self, images):\n",
    "        return images.flip(3)\n",
    "    \n",
    "    def deaugment_boxes(self, boxes):\n",
    "        boxes[:, [0,2]] = self.image_size - boxes[:, [2,0]]\n",
    "        return boxes\n",
    "    \n",
    "class TTARotate90(BaseWheatTTA):\n",
    "    \"\"\" author: @shonenkov \"\"\"\n",
    "    \n",
    "    def augment(self, image):\n",
    "        return torch.rot90(image, 1, (1, 2))\n",
    "\n",
    "    def batch_augment(self, images):\n",
    "        return torch.rot90(images, 1, (2, 3))\n",
    "    \n",
    "    def deaugment_boxes(self, boxes):\n",
    "        res_boxes = boxes.copy()\n",
    "        res_boxes[:, [0,2]] = self.image_size - boxes[:, [1,3]]\n",
    "        res_boxes[:, [1,3]] = boxes[:, [2,0]]\n",
    "        return res_boxes\n",
    "\n",
    "class TTACompose(BaseWheatTTA):\n",
    "    \"\"\" author: @shonenkov \"\"\"\n",
    "    def __init__(self, transforms):\n",
    "        self.transforms = transforms\n",
    "        \n",
    "    def augment(self, image):\n",
    "        for transform in self.transforms:\n",
    "            image = transform.augment(image)\n",
    "        return image\n",
    "    \n",
    "    def batch_augment(self, images):\n",
    "        for transform in self.transforms:\n",
    "            images = transform.batch_augment(images)\n",
    "        return images\n",
    "    \n",
    "    def prepare_boxes(self, boxes):\n",
    "        result_boxes = boxes.copy()\n",
    "        result_boxes[:,0] = np.min(boxes[:, [0,2]], axis=1)\n",
    "        result_boxes[:,2] = np.max(boxes[:, [0,2]], axis=1)\n",
    "        result_boxes[:,1] = np.min(boxes[:, [1,3]], axis=1)\n",
    "        result_boxes[:,3] = np.max(boxes[:, [1,3]], axis=1)\n",
    "        return result_boxes\n",
    "    \n",
    "    def deaugment_boxes(self, boxes):\n",
    "        for transform in self.transforms[::-1]:\n",
    "            boxes = transform.deaugment_boxes(boxes)\n",
    "        return self.prepare_boxes(boxes)\n",
    "    \n",
    "def Visualize_class(df, feature, title):\n",
    "    num_image = df[feature].value_counts().rename_axis(feature).reset_index(name='num_image')\n",
    "    fig = px.bar(num_image[::-1], x='num_image', y=feature, orientation='h', color='num_image')\n",
    "    fig.update_layout(\n",
    "    title={\n",
    "        'text': title,\n",
    "        'y':0.95,\n",
    "        'x':0.5,\n",
    "        'xanchor': 'center',\n",
    "        'yanchor': 'top'})\n",
    "    fig.show()\n",
    "    \n",
    "    \n",
    "def img_size(path):\n",
    "    information = pydicom.dcmread(path)\n",
    "    h, w = information.Rows, information.Columns\n",
    "    return (h, w)\n",
    "\n",
    "\n",
    "def label_resize(org_size, img_size, *bbox):\n",
    "    x0, y0, x1, y1 = bbox\n",
    "    x0_new = int(np.round(x0*img_size[1]/org_size[1]))\n",
    "    y0_new = int(np.round(y0*img_size[0]/org_size[0]))\n",
    "    x1_new = int(np.round(x1*img_size[1]/org_size[1]))\n",
    "    y1_new = int(np.round(y1*img_size[0]/org_size[0]))\n",
    "    return x0_new, y0_new, x1_new, y1_new\n",
    "\n",
    "\n",
    "def list_color(class_list):\n",
    "    dict_color = dict()\n",
    "    for classid in class_list:\n",
    "        dict_color[classid] = [i/256 for i in random.sample(range(256), 3)]\n",
    "    \n",
    "    return dict_color\n",
    "\n",
    "\n",
    "def split_df(df):\n",
    "    kf = MultilabelStratifiedKFold(n_splits=GlobalConfig.fold_num,\n",
    "                                   shuffle=True, random_state=GlobalConfig.seed)\n",
    "    df['id'] = df.index\n",
    "    annot_pivot = pd.pivot_table(df, index='image_id', columns='class_id',\n",
    "                                 values='id', fill_value=0, aggfunc='count') \\\n",
    "    .reset_index().rename_axis(None, axis=1)\n",
    "    for fold, (train_idx, val_idx) in enumerate(kf.split(annot_pivot,\n",
    "                                                         annot_pivot.iloc[:, 1:train_abnormal['class_id'].nunique()])):\n",
    "        annot_pivot[f'fold_{fold}'] = 0\n",
    "        annot_pivot.loc[val_idx, f'fold_{fold}'] = 1\n",
    "    return annot_pivot\n",
    "    \n",
    "    \n",
    "def display_image(df, list_image, num_image=1, is_dicom_file=True):\n",
    "    \n",
    "    dict_color = list_color(range(15))\n",
    "    list_abnormal = [i for i in df['class_name'].unique() if i!='No finding']\n",
    "    for abnormal in list_abnormal:\n",
    "        abnormal_df = df[df['class_name']==abnormal].reset_index(drop=True)\n",
    "        abnormal_random = np.random.choice(abnormal_df['image_id'].unique(), num_image)\n",
    "        for abnormal_img in abnormal_random:\n",
    "            images = abnormal_df[abnormal_df['image_id']==abnormal_img].reset_index(drop=True)\n",
    "            fig, ax = plt.subplots(1, figsize=(15, 15))\n",
    "            img_path = [i for i in list_image if abnormal_img in i][0]\n",
    "            if is_dicom_file:\n",
    "                information = pydicom.dcmread(img_path)\n",
    "                img = information.pixel_array\n",
    "            else:\n",
    "                img = cv2.imread(img_path)\n",
    "            ax.imshow(img, plt.cm.bone)\n",
    "            for idx, image in images.iterrows():\n",
    "                bbox = [image.x_min, image.y_min, image.x_max, image.y_max]\n",
    "                if is_dicom_file:\n",
    "                    x_min, y_min, x_max, y_max = bbox\n",
    "                else:\n",
    "                    org_size = image[['h', 'w']].values\n",
    "                    x_min, y_min, x_max, y_max = label_resize(org_size, IMG_SIZE, *bbox)\n",
    "                class_name, class_id = image.class_name, image.class_id\n",
    "                rect = patches.Rectangle((x_min, y_min), x_max-x_min, y_max-y_min,\n",
    "                                         linewidth=1, edgecolor=dict_color[class_id], facecolor='none')\n",
    "                ax.add_patch(rect)\n",
    "                plt.text(x_min, y_min, class_name, fontsize=15, color='red')\n",
    "\n",
    "            plt.title(abnormal_img) \n",
    "            plt.show()\n",
    "            \n",
    "def display_image_test(df, size_df, list_image, num_image=3):\n",
    "    \n",
    "    dict_color = list_color(range(15))\n",
    "    image_row_random = np.random.choice(len(df), num_image, replace=(len(df)<num_image))\n",
    "    for image_idx in image_row_random:\n",
    "        image_id, pred = df.loc[image_idx, 'image_id'], df.loc[image_idx, 'PredictionString']\n",
    "        org_size = size_df[size_df['image_id']==image_id][['h', 'w']].values[0].tolist()\n",
    "        fig, ax = plt.subplots(1, figsize=(15, 15))\n",
    "        img_path = [i for i in list_image if image_id in i][0]\n",
    "        img = cv2.imread(img_path)\n",
    "        ax.imshow(img, plt.cm.bone)\n",
    "        if pred != '14 1 0 0 1 1':\n",
    "            list_pred = pred.split(' ')\n",
    "            for box_idx in range(len(list_pred)//6):\n",
    "                bbox = map(int, list_pred[6*box_idx+2:6*box_idx+6])\n",
    "                x_min, y_min, x_max, y_max = label_resize(org_size, IMG_SIZE, *bbox)\n",
    "                class_name, score = int(list_pred[6*box_idx]), float(list_pred[6*box_idx+1])\n",
    "                rect = patches.Rectangle((x_min, y_min), x_max-x_min, y_max-y_min,\n",
    "                                         linewidth=1, edgecolor=dict_color[class_name], facecolor='none')\n",
    "                ax.add_patch(rect)\n",
    "                plt.text(x_min, y_min, f'{class_name}: {score}', fontsize=15, color='red')            \n",
    "\n",
    "        plt.title(image_id) \n",
    "        plt.show()\n",
    "        \n",
    "def ensemble_multibox(boxes, scores, labels, iou_thr, sigma,\n",
    "                      skip_box_thr, weights=None, method='wbf'):\n",
    "    if method=='nms':\n",
    "        boxes, scores, labels = nms(boxes, scores, labels,\n",
    "                                    weights=weights,\n",
    "                                    iou_thr=iou_thr)\n",
    "    elif method=='soft_nms':\n",
    "        boxes, scores, labels = soft_nms(boxes, scores, labels,\n",
    "                                         weights=weights,\n",
    "                                         sigma=sigma,\n",
    "                                         iou_thr=iou_thr,\n",
    "                                         thresh=skip_box_thr)\n",
    "    elif method=='nms_weight':\n",
    "        boxes, scores, labels = non_maximum_weighted(boxes, scores, labels,\n",
    "                                                     weights=weights,\n",
    "                                                     iou_thr=iou_thr,\n",
    "                                                     skip_box_thr=skip_box_thr)\n",
    "    elif method=='wbf':\n",
    "        boxes, scores, labels = weighted_boxes_fusion(boxes, scores, labels,\n",
    "                                                      weights=weights,\n",
    "                                                      iou_thr=iou_thr,\n",
    "                                                      skip_box_thr=skip_box_thr)\n",
    "    \n",
    "    return boxes, scores, labels"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "papermill": {
     "duration": 0.027994,
     "end_time": "2021-03-18T07:06:57.478629",
     "exception": false,
     "start_time": "2021-03-18T07:06:57.450635",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Read File"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T07:06:57.543235Z",
     "iopub.status.busy": "2021-03-18T07:06:57.542564Z",
     "iopub.status.idle": "2021-03-18T07:06:59.397975Z",
     "shell.execute_reply": "2021-03-18T07:06:59.398537Z"
    },
    "papermill": {
     "duration": 1.891506,
     "end_time": "2021-03-18T07:06:59.398738",
     "exception": false,
     "start_time": "2021-03-18T07:06:57.507232",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 157 ms, sys: 39.3 ms, total: 196 ms\n",
      "Wall time: 1.85 s\n"
     ]
    }
   ],
   "source": [
    "%%time\n",
    "\n",
    "train_dicom_list = glob(f'{TRAIN_DICOM_PATH}/*.dicom')\n",
    "test_dicom_list = glob(f'{TEST_DICOM_PATH}/*.dicom')\n",
    "\n",
    "train_list = glob(f'{TRAIN_512_PATH}/*.png')\n",
    "test_list = glob(f'{TEST_512_PATH}/*.png')\n",
    "logger.info(f'Train have {len(train_list)} file and test have {len(test_list)}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T07:06:59.463159Z",
     "iopub.status.busy": "2021-03-18T07:06:59.462453Z",
     "iopub.status.idle": "2021-03-18T07:06:59.804916Z",
     "shell.execute_reply": "2021-03-18T07:06:59.805509Z"
    },
    "papermill": {
     "duration": 0.377671,
     "end_time": "2021-03-18T07:06:59.805699",
     "exception": false,
     "start_time": "2021-03-18T07:06:59.428028",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 135 ms, sys: 40 ms, total: 175 ms\n",
      "Wall time: 314 ms\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>image_id</th>\n",
       "      <th>class_name</th>\n",
       "      <th>class_id</th>\n",
       "      <th>rad_id</th>\n",
       "      <th>x_min</th>\n",
       "      <th>y_min</th>\n",
       "      <th>x_max</th>\n",
       "      <th>y_max</th>\n",
       "      <th>h</th>\n",
       "      <th>w</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>67909</th>\n",
       "      <td>936fd5cff1c058d39817a08f58b72cae</td>\n",
       "      <td>No finding</td>\n",
       "      <td>14</td>\n",
       "      <td>R1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>3200</td>\n",
       "      <td>2444</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67910</th>\n",
       "      <td>ca7e72954550eeb610fe22bf0244b7fa</td>\n",
       "      <td>No finding</td>\n",
       "      <td>14</td>\n",
       "      <td>R1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2430</td>\n",
       "      <td>1994</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67911</th>\n",
       "      <td>aa17d5312a0fb4a2939436abca7f9579</td>\n",
       "      <td>No finding</td>\n",
       "      <td>14</td>\n",
       "      <td>R8</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2500</td>\n",
       "      <td>2048</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67912</th>\n",
       "      <td>4b56bc6d22b192f075f13231419dfcc8</td>\n",
       "      <td>Cardiomegaly</td>\n",
       "      <td>3</td>\n",
       "      <td>R8</td>\n",
       "      <td>771.0</td>\n",
       "      <td>979.0</td>\n",
       "      <td>1680.0</td>\n",
       "      <td>1311.0</td>\n",
       "      <td>2040</td>\n",
       "      <td>1968</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67913</th>\n",
       "      <td>5e272e3adbdaafb07a7e84a9e62b1a4c</td>\n",
       "      <td>No finding</td>\n",
       "      <td>14</td>\n",
       "      <td>R16</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>2500</td>\n",
       "      <td>2048</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                               image_id    class_name  class_id rad_id  x_min  \\\n",
       "67909  936fd5cff1c058d39817a08f58b72cae    No finding        14     R1    0.0   \n",
       "67910  ca7e72954550eeb610fe22bf0244b7fa    No finding        14     R1    0.0   \n",
       "67911  aa17d5312a0fb4a2939436abca7f9579    No finding        14     R8    0.0   \n",
       "67912  4b56bc6d22b192f075f13231419dfcc8  Cardiomegaly         3     R8  771.0   \n",
       "67913  5e272e3adbdaafb07a7e84a9e62b1a4c    No finding        14    R16    0.0   \n",
       "\n",
       "       y_min   x_max   y_max     h     w  \n",
       "67909    0.0     1.0     1.0  3200  2444  \n",
       "67910    0.0     1.0     1.0  2430  1994  \n",
       "67911    0.0     1.0     1.0  2500  2048  \n",
       "67912  979.0  1680.0  1311.0  2040  1968  \n",
       "67913    0.0     1.0     1.0  2500  2048  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%time\n",
    "\n",
    "size_df = pd.read_csv(TRAIN_META_PATH)\n",
    "size_df.columns = ['image_id', 'h', 'w']\n",
    "\n",
    "train_df = pd.read_csv(TRAIN_PATH)\n",
    "train_df = train_df.merge(size_df, on='image_id', how='left')\n",
    "train_df[['x_min', 'y_min']] = train_df[['x_min', 'y_min']].fillna(0)\n",
    "train_df[['x_max', 'y_max']] = train_df[['x_max', 'y_max']].fillna(1)\n",
    "\n",
    "train_df.tail()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "papermill": {
     "duration": 0.029789,
     "end_time": "2021-03-18T07:06:59.865351",
     "exception": false,
     "start_time": "2021-03-18T07:06:59.835562",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Analyze file"
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  },
  {
   "cell_type": "code",
   "execution_count": 7,
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    "execution": {
     "iopub.execute_input": "2021-03-18T07:06:59.948989Z",
     "iopub.status.busy": "2021-03-18T07:06:59.941255Z",
     "iopub.status.idle": "2021-03-18T07:07:01.244945Z",
     "shell.execute_reply": "2021-03-18T07:07:01.243927Z"
    },
    "papermill": {
     "duration": 1.349138,
     "end_time": "2021-03-18T07:07:01.245106",
     "exception": false,
     "start_time": "2021-03-18T07:06:59.895968",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
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   "source": [
    "Visualize_class(train_df, feature='class_name', title='Types of thoracic abnormalities')\n",
    "logger.info(f\"Train have {train_df['class_name'].nunique()-1} types of thoracic abnormalities\")"
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  {
   "cell_type": "code",
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       "                            \n",
       "var gd = document.getElementById('f769c233-eba4-4c57-bc0d-a22b6d4713a6');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
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       "\n",
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "Visualize_class(train_df, feature='rad_id', title='List radiologists')\n",
    "logger.info(f\"Train have {train_df['rad_id'].nunique()} radiologists\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T07:07:01.486502Z",
     "iopub.status.busy": "2021-03-18T07:07:01.485741Z",
     "iopub.status.idle": "2021-03-18T07:07:03.321355Z",
     "shell.execute_reply": "2021-03-18T07:07:03.321900Z"
    },
    "papermill": {
     "duration": 1.874909,
     "end_time": "2021-03-18T07:07:03.322090",
     "exception": false,
     "start_time": "2021-03-18T07:07:01.447181",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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\n",
      "text/plain": [
       "<Figure size 1080x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "class_each_rad = pd.pivot_table(train_df, columns='rad_id', index='class_name',\n",
    "                                values='image_id', aggfunc='count', fill_value=0)\n",
    "plt.subplots(figsize=(15, 10))\n",
    "sns.heatmap(class_each_rad, annot=True, linewidths=1, cmap='Blues', fmt='g')\n",
    "plt.show()\n",
    "\n",
    "# R8, R9, R10 is largest\n",
    "# R1, R3, R4, R5, R6, R7 only normal case"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T07:07:03.395558Z",
     "iopub.status.busy": "2021-03-18T07:07:03.394838Z",
     "iopub.status.idle": "2021-03-18T07:07:03.398916Z",
     "shell.execute_reply": "2021-03-18T07:07:03.399415Z"
    },
    "papermill": {
     "duration": 0.042216,
     "end_time": "2021-03-18T07:07:03.399593",
     "exception": false,
     "start_time": "2021-03-18T07:07:03.357377",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# display_image(train_df, train_list, is_dicom_file=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T07:07:03.473194Z",
     "iopub.status.busy": "2021-03-18T07:07:03.472467Z",
     "iopub.status.idle": "2021-03-18T07:07:40.879050Z",
     "shell.execute_reply": "2021-03-18T07:07:40.878501Z"
    },
    "papermill": {
     "duration": 37.444556,
     "end_time": "2021-03-18T07:07:40.879190",
     "exception": false,
     "start_time": "2021-03-18T07:07:03.434634",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 37.2 s, sys: 76.8 ms, total: 37.3 s\n",
      "Wall time: 37.3 s\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>image_id</th>\n",
       "      <th>class_name</th>\n",
       "      <th>class_id</th>\n",
       "      <th>rad_id</th>\n",
       "      <th>x_min</th>\n",
       "      <th>y_min</th>\n",
       "      <th>x_max</th>\n",
       "      <th>y_max</th>\n",
       "      <th>h</th>\n",
       "      <th>w</th>\n",
       "      <th>x_min_resize</th>\n",
       "      <th>y_min_resize</th>\n",
       "      <th>x_max_resize</th>\n",
       "      <th>y_max_resize</th>\n",
       "      <th>x_center</th>\n",
       "      <th>y_center</th>\n",
       "      <th>width</th>\n",
       "      <th>height</th>\n",
       "      <th>area</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>35894</th>\n",
       "      <td>b53d1dd80e99ca6bcef9d592f65d3321</td>\n",
       "      <td>Pleural effusion</td>\n",
       "      <td>10</td>\n",
       "      <td>R9</td>\n",
       "      <td>240.0</td>\n",
       "      <td>1550.0</td>\n",
       "      <td>562.0</td>\n",
       "      <td>2001.0</td>\n",
       "      <td>2880</td>\n",
       "      <td>2304</td>\n",
       "      <td>53</td>\n",
       "      <td>276</td>\n",
       "      <td>125</td>\n",
       "      <td>356</td>\n",
       "      <td>89.0</td>\n",
       "      <td>316.0</td>\n",
       "      <td>72</td>\n",
       "      <td>80</td>\n",
       "      <td>5760</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35895</th>\n",
       "      <td>26d1d5a0ef2e692c6340e74859ffdc53</td>\n",
       "      <td>Pulmonary fibrosis</td>\n",
       "      <td>13</td>\n",
       "      <td>R10</td>\n",
       "      <td>1163.0</td>\n",
       "      <td>787.0</td>\n",
       "      <td>1338.0</td>\n",
       "      <td>941.0</td>\n",
       "      <td>3072</td>\n",
       "      <td>3072</td>\n",
       "      <td>194</td>\n",
       "      <td>131</td>\n",
       "      <td>223</td>\n",
       "      <td>157</td>\n",
       "      <td>208.5</td>\n",
       "      <td>144.0</td>\n",
       "      <td>29</td>\n",
       "      <td>26</td>\n",
       "      <td>754</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35896</th>\n",
       "      <td>22672ab82c290c20b86863291e25ef6c</td>\n",
       "      <td>ILD</td>\n",
       "      <td>5</td>\n",
       "      <td>R9</td>\n",
       "      <td>299.0</td>\n",
       "      <td>664.0</td>\n",
       "      <td>794.0</td>\n",
       "      <td>1508.0</td>\n",
       "      <td>2500</td>\n",
       "      <td>2048</td>\n",
       "      <td>75</td>\n",
       "      <td>136</td>\n",
       "      <td>198</td>\n",
       "      <td>309</td>\n",
       "      <td>136.5</td>\n",
       "      <td>222.5</td>\n",
       "      <td>123</td>\n",
       "      <td>173</td>\n",
       "      <td>21279</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35897</th>\n",
       "      <td>db169d0be36123bd55b866d6aa73983b</td>\n",
       "      <td>Other lesion</td>\n",
       "      <td>9</td>\n",
       "      <td>R8</td>\n",
       "      <td>6.0</td>\n",
       "      <td>670.0</td>\n",
       "      <td>272.0</td>\n",
       "      <td>1736.0</td>\n",
       "      <td>2880</td>\n",
       "      <td>2304</td>\n",
       "      <td>1</td>\n",
       "      <td>119</td>\n",
       "      <td>60</td>\n",
       "      <td>309</td>\n",
       "      <td>30.5</td>\n",
       "      <td>214.0</td>\n",
       "      <td>59</td>\n",
       "      <td>190</td>\n",
       "      <td>11210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35898</th>\n",
       "      <td>4b56bc6d22b192f075f13231419dfcc8</td>\n",
       "      <td>Cardiomegaly</td>\n",
       "      <td>3</td>\n",
       "      <td>R8</td>\n",
       "      <td>771.0</td>\n",
       "      <td>979.0</td>\n",
       "      <td>1680.0</td>\n",
       "      <td>1311.0</td>\n",
       "      <td>2040</td>\n",
       "      <td>1968</td>\n",
       "      <td>201</td>\n",
       "      <td>246</td>\n",
       "      <td>437</td>\n",
       "      <td>329</td>\n",
       "      <td>319.0</td>\n",
       "      <td>287.5</td>\n",
       "      <td>236</td>\n",
       "      <td>83</td>\n",
       "      <td>19588</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                               image_id          class_name  class_id rad_id  \\\n",
       "35894  b53d1dd80e99ca6bcef9d592f65d3321    Pleural effusion        10     R9   \n",
       "35895  26d1d5a0ef2e692c6340e74859ffdc53  Pulmonary fibrosis        13    R10   \n",
       "35896  22672ab82c290c20b86863291e25ef6c                 ILD         5     R9   \n",
       "35897  db169d0be36123bd55b866d6aa73983b        Other lesion         9     R8   \n",
       "35898  4b56bc6d22b192f075f13231419dfcc8        Cardiomegaly         3     R8   \n",
       "\n",
       "        x_min   y_min   x_max   y_max     h     w  x_min_resize  y_min_resize  \\\n",
       "35894   240.0  1550.0   562.0  2001.0  2880  2304            53           276   \n",
       "35895  1163.0   787.0  1338.0   941.0  3072  3072           194           131   \n",
       "35896   299.0   664.0   794.0  1508.0  2500  2048            75           136   \n",
       "35897     6.0   670.0   272.0  1736.0  2880  2304             1           119   \n",
       "35898   771.0   979.0  1680.0  1311.0  2040  1968           201           246   \n",
       "\n",
       "       x_max_resize  y_max_resize  x_center  y_center  width  height   area  \n",
       "35894           125           356      89.0     316.0     72      80   5760  \n",
       "35895           223           157     208.5     144.0     29      26    754  \n",
       "35896           198           309     136.5     222.5    123     173  21279  \n",
       "35897            60           309      30.5     214.0     59     190  11210  \n",
       "35898           437           329     319.0     287.5    236      83  19588  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%time\n",
    "\n",
    "train_normal = train_df[train_df['class_name']=='No finding'].reset_index(drop=True)\n",
    "train_normal['x_min_resize'] = 0\n",
    "train_normal['y_min_resize'] = 0\n",
    "train_normal['x_max_resize'] = 1\n",
    "train_normal['y_max_resize'] = 1\n",
    "\n",
    "train_abnormal = train_df[train_df['class_name']!='No finding'].reset_index(drop=True)\n",
    "train_abnormal[['x_min_resize', 'y_min_resize', 'x_max_resize', 'y_max_resize']] = train_abnormal \\\n",
    ".apply(lambda x: label_resize(x[['h', 'w']].values, IMG_SIZE, *x[['x_min', 'y_min', 'x_max', 'y_max']].values),\n",
    "       axis=1, result_type=\"expand\")\n",
    "train_abnormal['x_center'] = 0.5*(train_abnormal['x_min_resize'] + train_abnormal['x_max_resize'])\n",
    "train_abnormal['y_center'] = 0.5*(train_abnormal['y_min_resize'] + train_abnormal['y_max_resize'])\n",
    "train_abnormal['width'] = train_abnormal['x_max_resize'] - train_abnormal['x_min_resize']\n",
    "train_abnormal['height'] = train_abnormal['y_max_resize'] - train_abnormal['y_min_resize']\n",
    "train_abnormal['area'] = train_abnormal.apply(lambda x: (x['x_max_resize']-x['x_min_resize'])*(x['y_max_resize']-x['y_min_resize']), axis=1)\n",
    "train_abnormal = train_abnormal[~train_abnormal.index.isin(list_remove)].reset_index(drop=True)\n",
    "\n",
    "train_abnormal.tail()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "papermill": {
     "duration": 0.035648,
     "end_time": "2021-03-18T07:07:40.951312",
     "exception": false,
     "start_time": "2021-03-18T07:07:40.915664",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Change wbf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T07:07:41.041220Z",
     "iopub.status.busy": "2021-03-18T07:07:41.040427Z",
     "iopub.status.idle": "2021-03-18T07:07:41.044306Z",
     "shell.execute_reply": "2021-03-18T07:07:41.043696Z"
    },
    "papermill": {
     "duration": 0.056662,
     "end_time": "2021-03-18T07:07:41.044455",
     "exception": false,
     "start_time": "2021-03-18T07:07:40.987793",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "def Preprocess_wbf(df, size=SIZE, iou_thr=0.5, skip_box_thr=0.0001):\n",
    "    list_image = []\n",
    "    list_boxes = []\n",
    "    list_cls = []\n",
    "    list_h, list_w = [], []\n",
    "    new_df = pd.DataFrame()\n",
    "    for image_id in tqdm(df['image_id'].unique(), leave=False):\n",
    "        image_df = df[df['image_id']==image_id].reset_index(drop=True)\n",
    "        h, w = image_df.loc[0, ['h', 'w']].values\n",
    "        boxes = image_df[['x_min_resize', 'y_min_resize',\n",
    "                          'x_max_resize', 'y_max_resize']].values.tolist()\n",
    "        boxes = [[j/(size-1) for j in i] for i in boxes]\n",
    "        scores = [1.0]*len(boxes)\n",
    "        labels = [float(i) for i in image_df['class_id'].values]\n",
    "        boxes, scores, labels = weighted_boxes_fusion([boxes], [scores], [labels],\n",
    "                                                      weights=None,\n",
    "                                                      iou_thr=iou_thr,\n",
    "                                                      skip_box_thr=skip_box_thr)\n",
    "        list_image.extend([image_id]*len(boxes))\n",
    "        list_h.extend([h]*len(boxes))\n",
    "        list_w.extend([w]*len(boxes))\n",
    "        list_boxes.extend(boxes)\n",
    "        list_cls.extend(labels.tolist())\n",
    "    list_boxes = [[int(j*(size-1)) for j in i] for i in list_boxes]\n",
    "    new_df['image_id'] = list_image\n",
    "    new_df['class_id'] = list_cls\n",
    "    new_df['h'] = list_h\n",
    "    new_df['w'] = list_w\n",
    "    new_df['x_min_resize'], new_df['y_min_resize'], \\\n",
    "    new_df['x_max_resize'], new_df['y_max_resize'] = np.transpose(list_boxes)\n",
    "    new_df['x_center'] = 0.5*(new_df['x_min_resize'] + new_df['x_max_resize'])\n",
    "    new_df['y_center'] = 0.5*(new_df['y_min_resize'] + new_df['y_max_resize'])\n",
    "    new_df['width'] = new_df['x_max_resize'] - new_df['x_min_resize']\n",
    "    new_df['height'] = new_df['y_max_resize'] - new_df['y_min_resize']\n",
    "    new_df['area'] = new_df.apply(lambda x: (x['x_max_resize']-x['x_min_resize'])\\\n",
    "                                  *(x['y_max_resize']-x['y_min_resize']), axis=1)\n",
    "    return new_df\n",
    "\n",
    "# train_abnormal = Preprocess_wbf(train_abnormal)\n",
    "# train_abnormal.tail()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "papermill": {
     "duration": 0.035986,
     "end_time": "2021-03-18T07:07:41.116731",
     "exception": false,
     "start_time": "2021-03-18T07:07:41.080745",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Fold"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T07:07:41.195179Z",
     "iopub.status.busy": "2021-03-18T07:07:41.194460Z",
     "iopub.status.idle": "2021-03-18T07:07:41.486266Z",
     "shell.execute_reply": "2021-03-18T07:07:41.485666Z"
    },
    "papermill": {
     "duration": 0.331602,
     "end_time": "2021-03-18T07:07:41.486419",
     "exception": false,
     "start_time": "2021-03-18T07:07:41.154817",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
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       "      <td>3072</td>\n",
       "      <td>3072</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>0046f681f078851293c4e710c4466058</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2880</td>\n",
       "      <td>2304</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>0061cf6d35e253b6e7f03940592cc35e</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3072</td>\n",
       "      <td>2540</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>00675cd546313f912cadd4ad54415d69</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>2992</td>\n",
       "      <td>2606</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>008b3176a7248a0a189b5731ac8d2e95</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>6</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>3147</td>\n",
       "      <td>2505</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>009d4c31ebf87e51c5c8c160a4bd8006</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "      <td>2890</td>\n",
       "      <td>2762</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                           image_id  0  1  2  3  4  5  6  7  8  9  10  11  12  \\\n",
       "0  0005e8e3701dfb1dd93d53e2ff537b6e  0  0  0  0  1  0  1  2  1  0   0   0   0   \n",
       "1  0007d316f756b3fa0baea2ff514ce945  2  0  0  1  0  2  0  0  0  0   0   3   0   \n",
       "2  000d68e42b71d3eac10ccc077aba07c1  1  0  0  0  0  0  0  1  0  8   0   2   0   \n",
       "3  00150343289f317a0ad5629d5b7d9ef9  3  0  0  1  0  0  0  2  0  1   4   4   0   \n",
       "4  001d127bad87592efe45a5c7678f8b8d  0  0  1  0  0  0  0  0  0  0   0   0   0   \n",
       "5  0046f681f078851293c4e710c4466058  1  0  0  0  0  0  1  0  0  0   0   2   0   \n",
       "6  0061cf6d35e253b6e7f03940592cc35e  1  0  3  0  0  0  0  0  1  0   0   0   0   \n",
       "7  00675cd546313f912cadd4ad54415d69  3  0  0  3  0  0  0  0  0  0   0   0   0   \n",
       "8  008b3176a7248a0a189b5731ac8d2e95  0  0  0  1  0  0  0  3  6  2   0   0   0   \n",
       "9  009d4c31ebf87e51c5c8c160a4bd8006  1  0  0  0  1  0  0  3  0  0   3   0   0   \n",
       "\n",
       "   13  fold_0  fold_1  fold_2  fold_3  fold_4     h     w  \n",
       "0   0       0       0       0       1       0  3072  3072  \n",
       "1   3       0       0       1       0       0  2880  2304  \n",
       "2   1       0       0       0       0       1  2880  2304  \n",
       "3   2       0       0       0       0       1  2508  2525  \n",
       "4   5       0       0       1       0       0  3072  3072  \n",
       "5   7       0       0       0       1       0  2880  2304  \n",
       "6   2       0       0       0       0       1  3072  2540  \n",
       "7   0       0       0       0       1       0  2992  2606  \n",
       "8   0       0       0       0       0       1  3147  2505  \n",
       "9   1       0       0       0       0       1  2890  2762  "
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def split_df(df):\n",
    "    kf = MultilabelStratifiedKFold(n_splits=GlobalConfig.fold_num, shuffle=True, random_state=GlobalConfig.seed)\n",
    "    df['id'] = df.index\n",
    "    annot_pivot = pd.pivot_table(df, index=['image_id'], columns=['class_id'],\n",
    "                                 values='id', fill_value=0, aggfunc='count') \\\n",
    "    .reset_index().rename_axis(None, axis=1)\n",
    "    for fold, (train_idx, val_idx) in enumerate(kf.split(annot_pivot,\n",
    "                                                         annot_pivot.iloc[:, 1:(1+df['class_id'].nunique())])):\n",
    "        annot_pivot[f'fold_{fold}'] = 0\n",
    "        annot_pivot.loc[val_idx, f'fold_{fold}'] = 1\n",
    "    return annot_pivot\n",
    "\n",
    "size_df = pd.read_csv(TRAIN_META_PATH)\n",
    "size_df.columns = ['image_id', 'h', 'w']\n",
    "\n",
    "fold_csv = split_df(train_abnormal)\n",
    "fold_csv = fold_csv.merge(size_df, on='image_id', how='left')\n",
    "fold_csv.head(10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "papermill": {
     "duration": 0.036953,
     "end_time": "2021-03-18T07:07:41.560685",
     "exception": false,
     "start_time": "2021-03-18T07:07:41.523732",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Create Dataset"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T07:07:41.650276Z",
     "iopub.status.busy": "2021-03-18T07:07:41.649146Z",
     "iopub.status.idle": "2021-03-18T07:07:41.652567Z",
     "shell.execute_reply": "2021-03-18T07:07:41.651882Z"
    },
    "papermill": {
     "duration": 0.054956,
     "end_time": "2021-03-18T07:07:41.652733",
     "exception": false,
     "start_time": "2021-03-18T07:07:41.597777",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "def create_file(df, split_df, train_file, train_folder, fold):\n",
    "    \n",
    "    os.makedirs(f'{train_file}/labels/train/', exist_ok=True)\n",
    "    os.makedirs(f'{train_file}/images/train/', exist_ok=True)\n",
    "    os.makedirs(f'{train_file}/labels/val/', exist_ok=True)\n",
    "    os.makedirs(f'{train_file}/images/val/', exist_ok=True)\n",
    "    \n",
    "    list_image_train = split_df[split_df[f'fold_{fold}']==0]['image_id']    \n",
    "    train_df = df[df['image_id'].isin(list_image_train)].reset_index(drop=True)\n",
    "    val_df = df[~df['image_id'].isin(list_image_train)].reset_index(drop=True)\n",
    "    \n",
    "    for train_img in tqdm(train_df.image_id.unique()):\n",
    "        with open(f'{train_file}/labels/train/{train_img}.txt', 'w+') as f:\n",
    "            row = train_df[train_df['image_id']==train_img]\\\n",
    "            [['class_id', 'x_center', 'y_center', 'width', 'height']].values\n",
    "            row[:, 1:] /= SIZE\n",
    "            row = row.astype('str')\n",
    "            for box in range(len(row)):\n",
    "                text = ' '.join(row[box])\n",
    "                f.write(text)\n",
    "                f.write('\\n')\n",
    "        sh.copy(f'{train_folder}/{train_img}.png', \n",
    "                f'{train_file}/images/train/{train_img}.png')\n",
    "        \n",
    "    for val_img in tqdm(val_df.image_id.unique()):\n",
    "        with open(f'{train_file}/labels/val/{val_img}.txt', 'w+') as f:\n",
    "            row = val_df[val_df['image_id']==val_img]\\\n",
    "            [['class_id', 'x_center', 'y_center', 'width', 'height']].values\n",
    "            row[:, 1:] /= SIZE\n",
    "            row = row.astype('str')\n",
    "            for box in range(len(row)):\n",
    "                text = ' '.join(row[box])\n",
    "                f.write(text)\n",
    "                f.write('\\n')\n",
    "        sh.copy(f'{train_folder}/{val_img}.png', \n",
    "                f'{train_file}/images/val/{val_img}.png')\n",
    "        \n",
    "# create_file(train_abnormal, fold_csv, './chest_yolo', TRAIN_512_PATH, 0)\n",
    "# gc.collect()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T07:07:41.731347Z",
     "iopub.status.busy": "2021-03-18T07:07:41.730601Z",
     "iopub.status.idle": "2021-03-18T07:07:41.733507Z",
     "shell.execute_reply": "2021-03-18T07:07:41.734043Z"
    },
    "papermill": {
     "duration": 0.0441,
     "end_time": "2021-03-18T07:07:41.734227",
     "exception": false,
     "start_time": "2021-03-18T07:07:41.690127",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# !python ./yolov5/train.py --epochs 60 --batch-size 4 --cfg ./chest_yaml/yolov5x.yaml \\\n",
    "# --data ./chest_yaml/chest.yaml --weights ./chest_yaml/yolov5x.pt --img 512 --device 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T07:07:41.812943Z",
     "iopub.status.busy": "2021-03-18T07:07:41.812221Z",
     "iopub.status.idle": "2021-03-18T07:07:41.815838Z",
     "shell.execute_reply": "2021-03-18T07:07:41.816352Z"
    },
    "papermill": {
     "duration": 0.044693,
     "end_time": "2021-03-18T07:07:41.816540",
     "exception": false,
     "start_time": "2021-03-18T07:07:41.771847",
     "status": "completed"
    },
    "scrolled": false,
    "tags": []
   },
   "outputs": [],
   "source": [
    "# result = '../working/runs/train/exp/'\n",
    "# for img in os.listdir(result):\n",
    "#     if 'png' in img or 'jpg' in img:\n",
    "#         display(Image(filename=f'{result}/{img}', width=900))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "papermill": {
     "duration": 0.038717,
     "end_time": "2021-03-18T07:07:41.893454",
     "exception": false,
     "start_time": "2021-03-18T07:07:41.854737",
     "status": "completed"
    },
    "tags": []
   },
   "source": [
    "# Model predict"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T07:07:41.974981Z",
     "iopub.status.busy": "2021-03-18T07:07:41.974280Z",
     "iopub.status.idle": "2021-03-18T07:07:42.031284Z",
     "shell.execute_reply": "2021-03-18T07:07:42.030702Z"
    },
    "papermill": {
     "duration": 0.100227,
     "end_time": "2021-03-18T07:07:42.031437",
     "exception": false,
     "start_time": "2021-03-18T07:07:41.931210",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "CPU times: user 15.2 ms, sys: 1.91 ms, total: 17.1 ms\n",
      "Wall time: 44.4 ms\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>image_id</th>\n",
       "      <th>PredictionString</th>\n",
       "      <th>h</th>\n",
       "      <th>w</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>002a34c58c5b758217ed1f584ccbcfe9</td>\n",
       "      <td>14 1 0 0 1 1</td>\n",
       "      <td>2584</td>\n",
       "      <td>2345</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>004f33259ee4aef671c2b95d54e4be68</td>\n",
       "      <td>14 1 0 0 1 1</td>\n",
       "      <td>3028</td>\n",
       "      <td>2517</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>008bdde2af2462e86fd373a445d0f4cd</td>\n",
       "      <td>14 1 0 0 1 1</td>\n",
       "      <td>2880</td>\n",
       "      <td>2304</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>009bc039326338823ca3aa84381f17f1</td>\n",
       "      <td>14 1 0 0 1 1</td>\n",
       "      <td>2430</td>\n",
       "      <td>1994</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>00a2145de1886cb9eb88869c85d74080</td>\n",
       "      <td>14 1 0 0 1 1</td>\n",
       "      <td>2408</td>\n",
       "      <td>2136</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                           image_id PredictionString     h     w\n",
       "0  002a34c58c5b758217ed1f584ccbcfe9     14 1 0 0 1 1  2584  2345\n",
       "1  004f33259ee4aef671c2b95d54e4be68     14 1 0 0 1 1  3028  2517\n",
       "2  008bdde2af2462e86fd373a445d0f4cd     14 1 0 0 1 1  2880  2304\n",
       "3  009bc039326338823ca3aa84381f17f1     14 1 0 0 1 1  2430  1994\n",
       "4  00a2145de1886cb9eb88869c85d74080     14 1 0 0 1 1  2408  2136"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "%%time\n",
    "\n",
    "size_df = pd.read_csv(TEST_META_PATH)\n",
    "size_df.columns = ['image_id', 'h', 'w']\n",
    "\n",
    "sub_df = pd.read_csv(SUB_PATH)\n",
    "sub_df = sub_df.merge(size_df, on='image_id', how='left')\n",
    "sub_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "_kg_hide-output": true,
    "execution": {
     "iopub.execute_input": "2021-03-18T07:07:42.126414Z",
     "iopub.status.busy": "2021-03-18T07:07:42.124656Z",
     "iopub.status.idle": "2021-03-18T08:25:47.925353Z",
     "shell.execute_reply": "2021-03-18T08:25:47.924507Z"
    },
    "papermill": {
     "duration": 4685.854659,
     "end_time": "2021-03-18T08:25:47.925542",
     "exception": false,
     "start_time": "2021-03-18T07:07:42.070883",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Namespace(agnostic_nms=False, augment=False, classes=None, conf_thres=0.005, device='', exist_ok=False, img_size=512, iou_thres=0.45, name='exp', project='runs/detect', save_conf=True, save_txt=True, source='../input/vinbigdata/test/', update=False, view_img=False, weights=['../input/yolov5-train/runs/train/exp/weights/best.pt'])\r\n",
      "Fusing layers... \r\n",
      "image 1/3000 /kaggle/working/../input/vinbigdata/test/002a34c58c5b758217ed1f584ccbcfe9.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.531s)\r\n",
      "image 2/3000 /kaggle/working/../input/vinbigdata/test/004f33259ee4aef671c2b95d54e4be68.png: 512x512 1 Aortic enlargement, 1 Pleural thickening, Done. (1.455s)\r\n",
      "image 3/3000 /kaggle/working/../input/vinbigdata/test/008bdde2af2462e86fd373a445d0f4cd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.426s)\r\n",
      "image 4/3000 /kaggle/working/../input/vinbigdata/test/009bc039326338823ca3aa84381f17f1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 3 Infiltrations, 4 Lung Opacitys, 4 Other lesions, 4 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.423s)\r\n",
      "image 5/3000 /kaggle/working/../input/vinbigdata/test/00a2145de1886cb9eb88869c85d74080.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.447s)\r\n",
      "image 6/3000 /kaggle/working/../input/vinbigdata/test/00b7e6bfa4dc1fe9ddd0ce74743e38c2.png: 512x512 5 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 2 ILDs, 6 Lung Opacitys, 2 Nodule/Masss, 18 Other lesions, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.436s)\r\n",
      "image 7/3000 /kaggle/working/../input/vinbigdata/test/011295e0bcdc7636569ab73bfdcc4450.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.500s)\r\n",
      "image 8/3000 /kaggle/working/../input/vinbigdata/test/013c169f9dad6f1f6485da961b9f7bf2.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Consolidation, 2 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 10 Other lesions, 4 Pleural effusions, 9 Pleural thickenings, 3 Pneumothoraxs, 8 Pulmonary fibrosiss, Done. (1.436s)\r\n",
      "image 9/3000 /kaggle/working/../input/vinbigdata/test/01431a2618c0ace741e4e270a37e20b9.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.944s)\r\n",
      "image 10/3000 /kaggle/working/../input/vinbigdata/test/0168eb925aa6f28a78b16134792f5d0e.png: 512x512 1 Aortic enlargement, 3 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.473s)\r\n",
      "image 11/3000 /kaggle/working/../input/vinbigdata/test/016bc723c3ceedb78e27ebfe7032498e.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Infiltration, 2 Lung Opacitys, 2 Other lesions, 4 Pleural thickenings, Done. (1.443s)\r\n",
      "image 12/3000 /kaggle/working/../input/vinbigdata/test/0171021638f9272a34a41feb84ed47a0.png: 512x512 1 Pleural effusion, 4 Pleural thickenings, Done. (1.472s)\r\n",
      "image 13/3000 /kaggle/working/../input/vinbigdata/test/019df578e38053e614d483f7fb347b26.png: 512x512 1 Aortic enlargement, 2 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.455s)\r\n",
      "image 14/3000 /kaggle/working/../input/vinbigdata/test/01ded16689539deb30d0981fafd18465.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 15 Calcifications, 1 Lung Opacity, 12 Nodule/Masss, 9 Other lesions, 1 Pleural thickening, 8 Pulmonary fibrosiss, Done. (1.513s)\r\n",
      "image 15/3000 /kaggle/working/../input/vinbigdata/test/01eb30a37b6f5fed8a8d3ab2d1c0a7d6.png: 512x512 5 Aortic enlargements, 1 Atelectasis, 12 Calcifications, 2 Cardiomegalys, 8 ILDs, 1 Infiltration, 2 Lung Opacitys, 4 Nodule/Masss, 4 Other lesions, 2 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.464s)\r\n",
      "image 16/3000 /kaggle/working/../input/vinbigdata/test/01f8f17dba6c5e67ba5bcf30ce70ea3f.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 3 ILDs, 1 Lung Opacity, 6 Other lesions, Done. (1.466s)\r\n",
      "image 17/3000 /kaggle/working/../input/vinbigdata/test/02199417ff2a400cff64249f0399f0d7.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.476s)\r\n",
      "image 18/3000 /kaggle/working/../input/vinbigdata/test/022a62478444fedf2dea1ba91aafdc48.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.430s)\r\n",
      "image 19/3000 /kaggle/working/../input/vinbigdata/test/02425334e92510da663eb913ad0632ea.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, Done. (1.433s)\r\n",
      "image 20/3000 /kaggle/working/../input/vinbigdata/test/024e693014e70d448f650267bed661ae.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural effusions, 6 Pleural thickenings, Done. (1.433s)\r\n",
      "image 21/3000 /kaggle/working/../input/vinbigdata/test/0271d381c3e88527721efcfaf518be71.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 4 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.482s)\r\n",
      "image 22/3000 /kaggle/working/../input/vinbigdata/test/0291515f5d14c34180a15712a55bf7bd.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, Done. (1.444s)\r\n",
      "image 23/3000 /kaggle/working/../input/vinbigdata/test/02b0ad6e22487b7e3f08093c42444b0f.png: 512x512 3 Aortic enlargements, 16 Calcifications, 1 Cardiomegaly, 4 Consolidations, 3 Infiltrations, 29 Lung Opacitys, 66 Nodule/Masss, 22 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.450s)\r\n",
      "image 24/3000 /kaggle/working/../input/vinbigdata/test/02d04b6b6883fd92c12a3dde5d2ff6c0.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 ILD, 1 Other lesion, Done. (1.438s)\r\n",
      "image 25/3000 /kaggle/working/../input/vinbigdata/test/034814210bf2105ecb3e7ed6876f43e9.png: 512x512 5 Pleural thickenings, Done. (1.433s)\r\n",
      "image 26/3000 /kaggle/working/../input/vinbigdata/test/034b98d64dc012298afb3d33fe880193.png: 512x512 1 Pleural effusion, 3 Pleural thickenings, Done. (1.437s)\r\n",
      "image 27/3000 /kaggle/working/../input/vinbigdata/test/037503b94eb68a16587a78bce365e681.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.445s)\r\n",
      "image 28/3000 /kaggle/working/../input/vinbigdata/test/037dc0be7504c7d1c5ff967f4a0a491a.png: 512x512 7 Pleural thickenings, Done. (1.434s)\r\n",
      "image 29/3000 /kaggle/working/../input/vinbigdata/test/0386d9b8234215dc50eb1f66eb206d85.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.525s)\r\n",
      "image 30/3000 /kaggle/working/../input/vinbigdata/test/038f69f3cf0aaa00c9d7337be434f316.png: 512x512 1 Other lesion, Done. (1.866s)\r\n",
      "image 31/3000 /kaggle/working/../input/vinbigdata/test/03a2e400656f58841beb7f62584ee3e9.png: 512x512 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.501s)\r\n",
      "image 32/3000 /kaggle/working/../input/vinbigdata/test/03a395d9fc03a6f8c5a50e693c20ab15.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.463s)\r\n",
      "image 33/3000 /kaggle/working/../input/vinbigdata/test/03aca410943c7f131b16572f03ee2cf6.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Pleural effusion, 8 Pleural thickenings, Done. (1.437s)\r\n",
      "image 34/3000 /kaggle/working/../input/vinbigdata/test/03b796fd180662c4e579a4b8894486a9.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.451s)\r\n",
      "image 35/3000 /kaggle/working/../input/vinbigdata/test/03caacd475acb947a2f11d1a0d76a971.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 2 Other lesions, 4 Pleural effusions, 9 Pleural thickenings, Done. (1.416s)\r\n",
      "image 36/3000 /kaggle/working/../input/vinbigdata/test/03da4593b25a2e0095170197050cb551.png: 512x512 1 ILD, 3 Pleural thickenings, Done. (1.480s)\r\n",
      "image 37/3000 /kaggle/working/../input/vinbigdata/test/03ea976a276b66285825246525357949.png: 512x512 5 Aortic enlargements, 1 Cardiomegaly, 2 Other lesions, 2 Pleural thickenings, Done. (1.443s)\r\n",
      "image 38/3000 /kaggle/working/../input/vinbigdata/test/03f00327702f48c4b6726a0e1649a157.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 4 Consolidations, 2 ILDs, 4 Infiltrations, 6 Lung Opacitys, 3 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.430s)\r\n",
      "image 39/3000 /kaggle/working/../input/vinbigdata/test/03f4ef7ff19190f220b13c0059ac506b.png: 512x512 5 Pleural thickenings, Done. (1.437s)\r\n",
      "image 40/3000 /kaggle/working/../input/vinbigdata/test/03f9ce3f34a38cf5c6411acd8fd4c5ff.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.442s)\r\n",
      "image 41/3000 /kaggle/working/../input/vinbigdata/test/0403dda5a9bf46457517b604869d530d.png: 512x512 2 ILDs, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.443s)\r\n",
      "image 42/3000 /kaggle/working/../input/vinbigdata/test/041c40e3f03d9af32b594c5186575a61.png: 512x512 4 Aortic enlargements, 1 Atelectasis, 3 Calcifications, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.444s)\r\n",
      "image 43/3000 /kaggle/working/../input/vinbigdata/test/043111cdad4d26204503d3396876046f.png: 512x512 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 1 Pleural thickening, Done. (1.506s)\r\n",
      "image 44/3000 /kaggle/working/../input/vinbigdata/test/045a16fa7dd72c16b7b7d44ff10be428.png: 512x512 4 Aortic enlargements, 3 Calcifications, 1 Cardiomegaly, 2 Other lesions, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.458s)\r\n",
      "image 45/3000 /kaggle/working/../input/vinbigdata/test/0461006c3061e71f2cf28da9565d7288.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Calcifications, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 3 Lung Opacitys, 4 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.451s)\r\n",
      "image 46/3000 /kaggle/working/../input/vinbigdata/test/04669ec4821d2dde14eb2f9a3f47eb7e.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 2 Other lesions, 4 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.438s)\r\n",
      "image 47/3000 /kaggle/working/../input/vinbigdata/test/047815a469503dfe21da4a12e2514a15.png: 512x512 1 Atelectasis, 2 Calcifications, 1 Cardiomegaly, 1 Consolidation, 3 ILDs, 1 Infiltration, 3 Lung Opacitys, 1 Nodule/Mass, 4 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.423s)\r\n",
      "image 48/3000 /kaggle/working/../input/vinbigdata/test/048ce999447fbb6a58ea17fac775288b.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.407s)\r\n",
      "image 49/3000 /kaggle/working/../input/vinbigdata/test/0493431e2beef20230dfc2837e95fe7b.png: 512x512 6 Pleural thickenings, Done. (1.418s)\r\n",
      "image 50/3000 /kaggle/working/../input/vinbigdata/test/0493df0059bd251e6dbb0dc71f5c5b45.png: 512x512 6 Aortic enlargements, 8 Calcifications, 7 Cardiomegalys, 1 Consolidation, 5 ILDs, 1 Infiltration, 1 Lung Opacity, 6 Nodule/Masss, 16 Other lesions, 1 Pleural effusion, 1 Pneumothorax, 2 Pulmonary fibrosiss, Done. (1.440s)\r\n",
      "image 51/3000 /kaggle/working/../input/vinbigdata/test/04b68e83e611caf345b0a1dc9c65ec88.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.537s)\r\n",
      "image 52/3000 /kaggle/working/../input/vinbigdata/test/04b700c4815f088728db9f093c739707.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.831s)\r\n",
      "image 53/3000 /kaggle/working/../input/vinbigdata/test/04c6efbd31a676bb888a4f5bf53d03c1.png: 512x512 1 Aortic enlargement, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 1 Other lesion, 2 Pleural effusions, 2 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.462s)\r\n",
      "image 54/3000 /kaggle/working/../input/vinbigdata/test/04cc236166c1ff638ff6200f2f2a397d.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.490s)\r\n",
      "image 55/3000 /kaggle/working/../input/vinbigdata/test/04da0054eed9aa1c8b95ade5e6c16a00.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 4 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.502s)\r\n",
      "image 56/3000 /kaggle/working/../input/vinbigdata/test/051b1b1edcbaa44059c7b3edbe70c3b8.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Consolidations, 1 ILD, 3 Infiltrations, 5 Lung Opacitys, 1 Other lesion, 4 Pleural effusions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.611s)\r\n",
      "image 57/3000 /kaggle/working/../input/vinbigdata/test/0538230ced64be2db111ff5d07624db1.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.504s)\r\n",
      "image 58/3000 /kaggle/working/../input/vinbigdata/test/056815f22ac3de9b9eb6fb963d4cfa5a.png: 512x512 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 3 Other lesions, 2 Pulmonary fibrosiss, Done. (1.608s)\r\n",
      "image 59/3000 /kaggle/working/../input/vinbigdata/test/05711a72a0819422965daa93f30b6f75.png: 512x512 4 Aortic enlargements, 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.527s)\r\n",
      "image 60/3000 /kaggle/working/../input/vinbigdata/test/057afd48abd153972bb91397b71b66b8.png: 512x512 2 Consolidations, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 4 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 8 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.609s)\r\n",
      "image 61/3000 /kaggle/working/../input/vinbigdata/test/05857909cbf214a6cbdef5306e18d48e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.544s)\r\n",
      "image 62/3000 /kaggle/working/../input/vinbigdata/test/059ad332961631d8d2f4ab468a7e42d3.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Other lesion, 4 Pleural thickenings, Done. (1.505s)\r\n",
      "image 63/3000 /kaggle/working/../input/vinbigdata/test/05a548fd37b6e44ab97a48dabee57c21.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.528s)\r\n",
      "image 64/3000 /kaggle/working/../input/vinbigdata/test/05a7460866e0d128b5db471431675483.png: 512x512 1 Aortic enlargement, 4 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.481s)\r\n",
      "image 65/3000 /kaggle/working/../input/vinbigdata/test/05dbd765ff84cbb24759b0c135ba4447.png: 512x512 1 Aortic enlargement, 1 Other lesion, 6 Pleural thickenings, Done. (1.592s)\r\n",
      "image 66/3000 /kaggle/working/../input/vinbigdata/test/05e951c63e80999f13e6e09e7ec8439a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.488s)\r\n",
      "image 67/3000 /kaggle/working/../input/vinbigdata/test/05fd4bbf127858eb83ae01cd454d3e2a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.499s)\r\n",
      "image 68/3000 /kaggle/working/../input/vinbigdata/test/065473884bfa339d2e464e5394d56fd6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 6 Pleural thickenings, Done. (1.524s)\r\n",
      "image 69/3000 /kaggle/working/../input/vinbigdata/test/069198879ff8140bab6c47c58242a0a4.png: 512x512 1 Pleural effusion, 7 Pleural thickenings, Done. (1.507s)\r\n",
      "image 70/3000 /kaggle/working/../input/vinbigdata/test/0713502741102f3e494fb39bbd9f9571.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.533s)\r\n",
      "image 71/3000 /kaggle/working/../input/vinbigdata/test/071e3d1deecabb75178035e8dbad8b4d.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Pleural thickening, Done. (1.540s)\r\n",
      "image 72/3000 /kaggle/working/../input/vinbigdata/test/07229c769cb2c284c1114c6fe7ed3dd6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (2.017s)\r\n",
      "image 73/3000 /kaggle/working/../input/vinbigdata/test/07304e029b89fc007bd64b7c9bb52979.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.593s)\r\n",
      "image 74/3000 /kaggle/working/../input/vinbigdata/test/074e3cceb0c1677a1ad0dbff31167d7d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Consolidations, 2 ILDs, 5 Infiltrations, 10 Lung Opacitys, 3 Nodule/Masss, 2 Other lesions, 10 Pleural effusions, 10 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.573s)\r\n",
      "image 75/3000 /kaggle/working/../input/vinbigdata/test/0764ce517782604a7b81bb6e17c798e9.png: 512x512 1 Nodule/Mass, 6 Pleural thickenings, Done. (1.589s)\r\n",
      "image 76/3000 /kaggle/working/../input/vinbigdata/test/0792bb20718b8006f78094ae449c3c96.png: 512x512 3 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 2 ILDs, 1 Nodule/Mass, 1 Other lesion, Done. (1.590s)\r\n",
      "image 77/3000 /kaggle/working/../input/vinbigdata/test/0799063103aea263344a77adbde5b7ca.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 3 Pleural effusions, 6 Pleural thickenings, Done. (1.611s)\r\n",
      "image 78/3000 /kaggle/working/../input/vinbigdata/test/079de341c7b3804c37114b8da3011b45.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.675s)\r\n",
      "image 79/3000 /kaggle/working/../input/vinbigdata/test/07c1810b7cb0d7ef900ab2b0007784cf.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.695s)\r\n",
      "image 80/3000 /kaggle/working/../input/vinbigdata/test/07cdcea9a6c3049d7a02ade9c680d4d7.png: 512x512 1 Calcification, 2 Consolidations, 3 Infiltrations, 3 Lung Opacitys, 3 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.709s)\r\n",
      "image 81/3000 /kaggle/working/../input/vinbigdata/test/07dcda506753ae678e2cc937f1f8ddf2.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.803s)\r\n",
      "image 82/3000 /kaggle/working/../input/vinbigdata/test/07ea0f8d7b7f1fb150c5afb04dc26c9a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.832s)\r\n",
      "image 83/3000 /kaggle/working/../input/vinbigdata/test/07ee04ca7bb66d99ae283ded05f1af76.png: 512x512 1 Cardiomegaly, 2 ILDs, 1 Other lesion, Done. (1.589s)\r\n",
      "image 84/3000 /kaggle/working/../input/vinbigdata/test/07ee5d541dcbf1131f0b84aee73d7705.png: 512x512 1 Cardiomegaly, 1 Lung Opacity, 1 Pleural effusion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.616s)\r\n",
      "image 85/3000 /kaggle/working/../input/vinbigdata/test/07fecb6f57a3d452c4764b1013740141.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 3 Infiltrations, 4 Lung Opacitys, 3 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.701s)\r\n",
      "image 86/3000 /kaggle/working/../input/vinbigdata/test/080fd678b461536e6e1b5d9b17093cdb.png: 512x512 1 Aortic enlargement, 3 Calcifications, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.603s)\r\n",
      "image 87/3000 /kaggle/working/../input/vinbigdata/test/08504fa0ea409654d6328e51de2fb3b9.png: 512x512 1 Aortic enlargement, 2 Pleural effusions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.522s)\r\n",
      "image 88/3000 /kaggle/working/../input/vinbigdata/test/08534e46be27043b31a2b648d7c62350.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 3 Nodule/Masss, 4 Other lesions, 8 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.469s)\r\n",
      "image 89/3000 /kaggle/working/../input/vinbigdata/test/08807797eff7d24d76e4817a3a38477e.png: 512x512 5 Aortic enlargements, 1 Atelectasis, 6 Calcifications, 2 Cardiomegalys, 1 Consolidation, 4 ILDs, 1 Infiltration, 2 Lung Opacitys, 3 Nodule/Masss, 5 Other lesions, 2 Pleural effusions, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.577s)\r\n",
      "image 90/3000 /kaggle/working/../input/vinbigdata/test/08cad5510452011e9c519bbbc9741fda.png: 512x512 1 Aortic enlargement, 1 Other lesion, Done. (1.767s)\r\n",
      "image 91/3000 /kaggle/working/../input/vinbigdata/test/08d6125cda5ffceb8f235c96179a7061.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.859s)\r\n",
      "image 92/3000 /kaggle/working/../input/vinbigdata/test/08e4edc0d35455c8e25a74b9ed3137b0.png: 512x512 1 Cardiomegaly, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.495s)\r\n",
      "image 93/3000 /kaggle/working/../input/vinbigdata/test/08ee53ea1825d6e2feffc2a6488f2d7d.png: 512x512 1 Aortic enlargement, 3 Calcifications, 1 Consolidation, 1 Infiltration, 3 Lung Opacitys, 5 Nodule/Masss, 5 Other lesions, 9 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.503s)\r\n",
      "image 94/3000 /kaggle/working/../input/vinbigdata/test/090a90ca6e01ed9f613578c95c151a01.png: 512x512 1 Aortic enlargement, 1 Other lesion, Done. (1.513s)\r\n",
      "image 95/3000 /kaggle/working/../input/vinbigdata/test/0919cca5a55ea3b156f45b5cd14fe8d3.png: 512x512 1 Nodule/Mass, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.491s)\r\n",
      "image 96/3000 /kaggle/working/../input/vinbigdata/test/09291f525b50263a1b90764715395311.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 ILD, 1 Nodule/Mass, 6 Other lesions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.532s)\r\n",
      "image 97/3000 /kaggle/working/../input/vinbigdata/test/094d5c1af40f7f565d8d68cf28c06ba5.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.471s)\r\n",
      "image 98/3000 /kaggle/working/../input/vinbigdata/test/094eac6e63db15465c6283c090398aa8.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.556s)\r\n",
      "image 99/3000 /kaggle/working/../input/vinbigdata/test/0956d88d67ce080413b1b3ac20ab8622.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, Done. (1.464s)\r\n",
      "image 100/3000 /kaggle/working/../input/vinbigdata/test/095f8f367727ccd7fc0bf95380399b39.png: 512x512 1 Aortic enlargement, 4 Calcifications, 2 Consolidations, 1 ILD, 3 Infiltrations, 6 Lung Opacitys, 11 Nodule/Masss, 6 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 20 Pulmonary fibrosiss, Done. (1.452s)\r\n",
      "image 101/3000 /kaggle/working/../input/vinbigdata/test/099e4272e7aa6f18b8fa322e1277c6a9.png: 512x512 3 Aortic enlargements, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.458s)\r\n",
      "image 102/3000 /kaggle/working/../input/vinbigdata/test/09b017424bf8f0c76ba99e4f0dfc0019.png: 512x512 1 Aortic enlargement, 3 ILDs, 1 Pleural thickening, Done. (1.439s)\r\n",
      "image 103/3000 /kaggle/working/../input/vinbigdata/test/09defc0d2204d156a38f8391e491e7b2.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, Done. (1.438s)\r\n",
      "image 104/3000 /kaggle/working/../input/vinbigdata/test/09f6d7dd9a59caf6c35604c0d0d2b74b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 2 Pleural effusions, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.435s)\r\n",
      "image 105/3000 /kaggle/working/../input/vinbigdata/test/0a08191a658edb1327e7282045ec71cf.png: 512x512 1 Pleural effusion, 6 Pleural thickenings, Done. (1.416s)\r\n",
      "image 106/3000 /kaggle/working/../input/vinbigdata/test/0a1addecfc432a1b425d61fe57bc29d2.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.526s)\r\n",
      "image 107/3000 /kaggle/working/../input/vinbigdata/test/0a2e45455fe2c76ddbbb5f38ab35f6f2.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 2 Pulmonary fibrosiss, Done. (1.461s)\r\n",
      "image 108/3000 /kaggle/working/../input/vinbigdata/test/0a6fd1c1d71ff6f9e0f0afa746e223e4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 3 Infiltrations, 5 Lung Opacitys, 2 Other lesions, 3 Pleural effusions, 4 Pulmonary fibrosiss, Done. (1.452s)\r\n",
      "image 109/3000 /kaggle/working/../input/vinbigdata/test/0a8dc3de200bc767169b73a6ab91e948.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.422s)\r\n",
      "image 110/3000 /kaggle/working/../input/vinbigdata/test/0aa034371e578904c6789c08e4118733.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 4 Pleural thickenings, Done. (1.420s)\r\n",
      "image 111/3000 /kaggle/working/../input/vinbigdata/test/0aa43b52e98700f8696bf36c10a76cea.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.409s)\r\n",
      "image 112/3000 /kaggle/working/../input/vinbigdata/test/0aed23e64ebdea798486056b4f174424.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Consolidations, 4 ILDs, 10 Infiltrations, 9 Lung Opacitys, 10 Nodule/Masss, 5 Other lesions, 13 Pleural effusions, 10 Pleural thickenings, 1 Pneumothorax, 10 Pulmonary fibrosiss, Done. (1.973s)\r\n",
      "image 113/3000 /kaggle/working/../input/vinbigdata/test/0aee8c95a5c040407100c1b7dda552ef.png: 512x512 1 ILD, 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.587s)\r\n",
      "image 114/3000 /kaggle/working/../input/vinbigdata/test/0af6decdf00b39d4cd1d35466bd3dff9.png: 512x512 Done. (1.453s)\r\n",
      "image 115/3000 /kaggle/working/../input/vinbigdata/test/0af8628f5cbe0786db483a10934d1be5.png: 512x512 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 3 Infiltrations, 5 Lung Opacitys, 3 Nodule/Masss, 3 Other lesions, 8 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.478s)\r\n",
      "image 116/3000 /kaggle/working/../input/vinbigdata/test/0b11df4854ce5671a6abcac2c43b0590.png: 512x512 1 ILD, 5 Pleural thickenings, Done. (1.461s)\r\n",
      "image 117/3000 /kaggle/working/../input/vinbigdata/test/0b16787b884e51fec691c45ca92c884b.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 1 Consolidation, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 1 Pleural thickening, Done. (1.473s)\r\n",
      "image 118/3000 /kaggle/working/../input/vinbigdata/test/0b1f7b86b0ddb459fb779c6d473d96ad.png: 512x512 1 Aortic enlargement, 2 Calcifications, 4 ILDs, 1 Lung Opacity, 1 Nodule/Mass, 6 Other lesions, 7 Pleural effusions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.474s)\r\n",
      "image 119/3000 /kaggle/working/../input/vinbigdata/test/0b2105548746dc55aa03324d07e2a2ed.png: 512x512 1 Aortic enlargement, 1 Calcification, 3 Nodule/Masss, 1 Other lesion, 6 Pleural thickenings, Done. (1.483s)\r\n",
      "image 120/3000 /kaggle/working/../input/vinbigdata/test/0b2cc81ad04ca2e91f2a8626b645cad8.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.569s)\r\n",
      "image 121/3000 /kaggle/working/../input/vinbigdata/test/0b3f7238925b27dfb99c7e53a6db52c7.png: 512x512 1 Calcification, 2 Cardiomegalys, 2 Consolidations, 2 ILDs, 2 Infiltrations, 3 Lung Opacitys, 3 Nodule/Masss, 7 Other lesions, 4 Pulmonary fibrosiss, Done. (1.479s)\r\n",
      "image 122/3000 /kaggle/working/../input/vinbigdata/test/0b4888cfca12e55c3020026d4a0c33a4.png: 512x512 4 Pleural thickenings, Done. (1.506s)\r\n",
      "image 123/3000 /kaggle/working/../input/vinbigdata/test/0b4e8de571c66cf889f2beb35182974b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Lung Opacitys, 1 Pleural thickening, 3 Pulmonary fibrosiss, Done. (1.472s)\r\n",
      "image 124/3000 /kaggle/working/../input/vinbigdata/test/0b7b8344c7c39373cfddf21a7339f206.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.501s)\r\n",
      "image 125/3000 /kaggle/working/../input/vinbigdata/test/0b877b934aada3284ac13cfa74b5419c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 3 Pleural thickenings, Done. (1.455s)\r\n",
      "image 126/3000 /kaggle/working/../input/vinbigdata/test/0b8ec8f17db23936e86de9ca3f36d206.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.494s)\r\n",
      "image 127/3000 /kaggle/working/../input/vinbigdata/test/0b9f58b6f12a231738723f4d2dda0312.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.613s)\r\n",
      "image 128/3000 /kaggle/working/../input/vinbigdata/test/0bfd35d7f2b63b1ef799fefb18605191.png: 512x512 2 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 1 Lung Opacity, 3 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.490s)\r\n",
      "image 129/3000 /kaggle/working/../input/vinbigdata/test/0c0097d1ce174bc3bd6a0268b01ea90f.png: 512x512 1 ILD, 1 Other lesion, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.461s)\r\n",
      "image 130/3000 /kaggle/working/../input/vinbigdata/test/0c03e73d43ad216fb293bdb7666439be.png: 512x512 1 Calcification, 2 Pleural thickenings, Done. (1.447s)\r\n",
      "image 131/3000 /kaggle/working/../input/vinbigdata/test/0c0b8e98262a662c362929aa60e6bed9.png: 512x512 1 Pleural effusion, 4 Pleural thickenings, Done. (1.443s)\r\n",
      "image 132/3000 /kaggle/working/../input/vinbigdata/test/0c15e19c74ef8ddd9bed0a4fc7f4b5a8.png: 512x512 1 Nodule/Mass, 3 Pleural thickenings, Done. (1.639s)\r\n",
      "image 133/3000 /kaggle/working/../input/vinbigdata/test/0c187ebe652499a7e28fd93da2e42ebb.png: 512x512 1 Cardiomegaly, 1 Consolidation, 3 Infiltrations, 5 Lung Opacitys, 5 Other lesions, 7 Pleural thickenings, Done. (1.763s)\r\n",
      "image 134/3000 /kaggle/working/../input/vinbigdata/test/0c26e997c79d2a3149cf1a62c9444554.png: 512x512 4 ILDs, 3 Infiltrations, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.515s)\r\n",
      "image 135/3000 /kaggle/working/../input/vinbigdata/test/0c5bc5fdf756d1251e431c9281349376.png: 512x512 1 Pleural effusion, 8 Pleural thickenings, Done. (1.458s)\r\n",
      "image 136/3000 /kaggle/working/../input/vinbigdata/test/0c6036df3708fe77c1c76498240d6774.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, Done. (1.455s)\r\n",
      "image 137/3000 /kaggle/working/../input/vinbigdata/test/0c6f7b76bcc012fc5a9af4470f735aba.png: 512x512 1 Aortic enlargement, 3 ILDs, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.454s)\r\n",
      "image 138/3000 /kaggle/working/../input/vinbigdata/test/0c785dff51447d6e689e15dcfe10c8e2.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.438s)\r\n",
      "image 139/3000 /kaggle/working/../input/vinbigdata/test/0c803c4810a8c5ec362f5d4504489431.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 10 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.416s)\r\n",
      "image 140/3000 /kaggle/working/../input/vinbigdata/test/0c84dad44979c3a7777a8f4f4d9f5f7a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 4 Pleural thickenings, Done. (1.416s)\r\n",
      "image 141/3000 /kaggle/working/../input/vinbigdata/test/0c8cb29888d314a0a8cfd0f8278af74c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.432s)\r\n",
      "image 142/3000 /kaggle/working/../input/vinbigdata/test/0c9ba9fe4ff5e339f3a71d1a58824392.png: 512x512 1 Aortic enlargement, 1 Pleural thickening, Done. (1.478s)\r\n",
      "image 143/3000 /kaggle/working/../input/vinbigdata/test/0cadc7fd92caf5c27d7ce718d089897d.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.451s)\r\n",
      "image 144/3000 /kaggle/working/../input/vinbigdata/test/0cbb68610a123b21defa9410699b0bb5.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.437s)\r\n",
      "image 145/3000 /kaggle/working/../input/vinbigdata/test/0cc3831c89471998bee7a1fa78d0aa19.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.422s)\r\n",
      "image 146/3000 /kaggle/working/../input/vinbigdata/test/0cc5600e54fe599fefce87de375268e3.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 ILDs, 1 Nodule/Mass, 2 Other lesions, 6 Pleural thickenings, Done. (1.426s)\r\n",
      "image 147/3000 /kaggle/working/../input/vinbigdata/test/0ccde8751e5952ea6bb047378dcbabba.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Calcifications, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Lung Opacity, 7 Nodule/Masss, 1 Other lesion, 3 Pleural thickenings, Done. (1.439s)\r\n",
      "image 148/3000 /kaggle/working/../input/vinbigdata/test/0cd194f171015c0eb824a1bd057f440b.png: 512x512 1 Aortic enlargement, 13 Calcifications, 1 Cardiomegaly, 3 ILDs, 22 Nodule/Masss, 6 Other lesions, 2 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.446s)\r\n",
      "image 149/3000 /kaggle/working/../input/vinbigdata/test/0ce1b656d171e2e760340f29f4a064e9.png: 512x512 1 Aortic enlargement, 2 Lung Opacitys, 7 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.499s)\r\n",
      "image 150/3000 /kaggle/working/../input/vinbigdata/test/0ce3ae82d1f5c69f253432c5ec47c1be.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 4 Pleural thickenings, Done. (1.432s)\r\n",
      "image 151/3000 /kaggle/working/../input/vinbigdata/test/0d0561a5e6379aba13d71e50b6b70747.png: 512x512 2 Aortic enlargements, 5 Calcifications, 4 ILDs, 3 Infiltrations, 2 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 6 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.430s)\r\n",
      "image 152/3000 /kaggle/working/../input/vinbigdata/test/0d60b79ab9aee1e4687e17fdc56ead06.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.431s)\r\n",
      "image 153/3000 /kaggle/working/../input/vinbigdata/test/0d61bab6add9d96f656dbc7ee9d56e23.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 3 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.431s)\r\n",
      "image 154/3000 /kaggle/working/../input/vinbigdata/test/0d6d426159c634f71eb7fa9bf6f9e84a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, Done. (2.006s)\r\n",
      "image 155/3000 /kaggle/working/../input/vinbigdata/test/0d825340b08e816f7d8f28c7c7809a31.png: 512x512 4 Aortic enlargements, 2 Calcifications, 3 Cardiomegalys, 2 Consolidations, 1 ILD, 1 Lung Opacity, 2 Nodule/Masss, 3 Other lesions, 1 Pleural thickening, Done. (1.473s)\r\n",
      "image 156/3000 /kaggle/working/../input/vinbigdata/test/0d8b5533f40cf4b0c3f2d86b1d61d6bc.png: 512x512 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.562s)\r\n",
      "image 157/3000 /kaggle/working/../input/vinbigdata/test/0dc4847520090c7a38b61beb38d28963.png: 512x512 1 Other lesion, 6 Pleural thickenings, Done. (1.468s)\r\n",
      "image 158/3000 /kaggle/working/../input/vinbigdata/test/0dc797718326e05d1decd2996f748fc7.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, Done. (1.494s)\r\n",
      "image 159/3000 /kaggle/working/../input/vinbigdata/test/0e033fc78ddfc67dbd8382a8b3198e5a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.463s)\r\n",
      "image 160/3000 /kaggle/working/../input/vinbigdata/test/0e109d0f36cc8d66a4cac6bf50de3069.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 3 Lung Opacitys, 2 Other lesions, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.440s)\r\n",
      "image 161/3000 /kaggle/working/../input/vinbigdata/test/0e2a6f637bc997be18ec30687bdc3762.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 1 Nodule/Mass, 3 Other lesions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.443s)\r\n",
      "image 162/3000 /kaggle/working/../input/vinbigdata/test/0e2bcdee2343352fe40df470e046ea01.png: 512x512 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.432s)\r\n",
      "image 163/3000 /kaggle/working/../input/vinbigdata/test/0e302ce9dc207afa54c8661ebdfc9051.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 2 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.487s)\r\n",
      "image 164/3000 /kaggle/working/../input/vinbigdata/test/0e36597f559be16b6304f3771082c82a.png: 512x512 1 Pleural effusion, 1 Pleural thickening, Done. (1.405s)\r\n",
      "image 165/3000 /kaggle/working/../input/vinbigdata/test/0e4736c7f5fab2998a3ef0e51fe48953.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.416s)\r\n",
      "image 166/3000 /kaggle/working/../input/vinbigdata/test/0e48bfb79ac12bbcce9b66cc9f14544c.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 2 Nodule/Masss, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.408s)\r\n",
      "image 167/3000 /kaggle/working/../input/vinbigdata/test/0e580dda54b8d1df7e3a888c41e69704.png: 512x512 2 Pleural effusions, 6 Pleural thickenings, Done. (1.410s)\r\n",
      "image 168/3000 /kaggle/working/../input/vinbigdata/test/0e5f2fdf49cbfdbe2a7c0861d15a73ff.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.418s)\r\n",
      "image 169/3000 /kaggle/working/../input/vinbigdata/test/0e68445ef76f193664ea018630544d95.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.435s)\r\n",
      "image 170/3000 /kaggle/working/../input/vinbigdata/test/0e6d7de1c4b73e5a5a12d6a5f20f9711.png: 512x512 1 Cardiomegaly, 1 Nodule/Mass, 2 Other lesions, 7 Pleural thickenings, Done. (1.492s)\r\n",
      "image 171/3000 /kaggle/working/../input/vinbigdata/test/0e7c94db444735ae4b8dfc72ae62ff3e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (2.061s)\r\n",
      "image 172/3000 /kaggle/working/../input/vinbigdata/test/0e8b4d8bb1a8719e9e8f4755f13e34c4.png: 512x512 7 Aortic enlargements, 1 Calcification, 3 Cardiomegalys, 1 Other lesion, Done. (1.916s)\r\n",
      "image 173/3000 /kaggle/working/../input/vinbigdata/test/0e8d4e702da9eefdbb2696a98006ec55.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.514s)\r\n",
      "image 174/3000 /kaggle/working/../input/vinbigdata/test/0ea56c754d072508fc28428b2f6a0a30.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Consolidation, 3 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.970s)\r\n",
      "image 175/3000 /kaggle/working/../input/vinbigdata/test/0eca5bbff12b841c18d231fc8cda0eeb.png: 512x512 8 Pleural thickenings, Done. (1.498s)\r\n",
      "image 176/3000 /kaggle/working/../input/vinbigdata/test/0ecaae458f6ca4c8f4dd9975d62a6fa4.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 3 ILDs, 1 Nodule/Mass, 1 Other lesion, 1 Pulmonary fibrosis, Done. (1.487s)\r\n",
      "image 177/3000 /kaggle/working/../input/vinbigdata/test/0ecb6d6e449d5f71b183a6f7fe214c10.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Nodule/Masss, 5 Other lesions, 10 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.532s)\r\n",
      "image 178/3000 /kaggle/working/../input/vinbigdata/test/0ed15ab15f2304a9a811d7fa6ce843de.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.451s)\r\n",
      "image 179/3000 /kaggle/working/../input/vinbigdata/test/0eddd00dffcdacb1c8ac0d0547c545a7.png: 512x512 1 ILD, 2 Infiltrations, 1 Other lesion, 2 Pleural effusions, 8 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.422s)\r\n",
      "image 180/3000 /kaggle/working/../input/vinbigdata/test/0ef99f92d68d16b8912cc073731ffad1.png: 512x512 1 Aortic enlargement, 5 ILDs, 1 Infiltration, 1 Other lesion, 1 Pleural effusion, 9 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.546s)\r\n",
      "image 181/3000 /kaggle/working/../input/vinbigdata/test/0f0e0e7e8ab91026bb659e58297b88d5.png: 512x512 2 Pleural thickenings, Done. (1.454s)\r\n",
      "image 182/3000 /kaggle/working/../input/vinbigdata/test/0f4fd9b975fc4cc80c28b9539769f8e6.png: 512x512 1 Cardiomegaly, 1 ILD, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.555s)\r\n",
      "image 183/3000 /kaggle/working/../input/vinbigdata/test/0f62d0a08f8d384a1ab5b78e83554e29.png: 512x512 2 Aortic enlargements, 2 Calcifications, 2 ILDs, 2 Infiltrations, 1 Lung Opacity, 1 Other lesion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.605s)\r\n",
      "image 184/3000 /kaggle/working/../input/vinbigdata/test/0f723c32aa819f9a24aed2fd407e3ff4.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.572s)\r\n",
      "image 185/3000 /kaggle/working/../input/vinbigdata/test/0f8e45ea561be377320632bcb7348f72.png: 512x512 2 Aortic enlargements, 2 Calcifications, 2 ILDs, 1 Other lesion, 1 Pleural thickening, Done. (1.505s)\r\n",
      "image 186/3000 /kaggle/working/../input/vinbigdata/test/0fa816512a0a0342b0cf87fcaa672dab.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.529s)\r\n",
      "image 187/3000 /kaggle/working/../input/vinbigdata/test/0fbf80807ef3fdece30d9356a171ae3d.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Other lesion, 3 Pleural thickenings, Done. (1.463s)\r\n",
      "image 188/3000 /kaggle/working/../input/vinbigdata/test/0fe282f8066ff835e063ddaaa27e4af7.png: 512x512 1 Aortic enlargement, 3 ILDs, 1 Nodule/Mass, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.456s)\r\n",
      "image 189/3000 /kaggle/working/../input/vinbigdata/test/100a27b68566d2e53cf8c3822e2c7e30.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Other lesion, 2 Pleural effusions, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.615s)\r\n",
      "image 190/3000 /kaggle/working/../input/vinbigdata/test/100c6c7390eec8d9548306514d80fd53.png: 512x512 1 Atelectasis, 1 Calcification, 1 Consolidation, 1 Infiltration, 3 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.457s)\r\n",
      "image 191/3000 /kaggle/working/../input/vinbigdata/test/1033a2e669d3f19f68e6c8a2b5085661.png: 512x512 1 Pleural effusion, 3 Pleural thickenings, Done. (1.606s)\r\n",
      "image 192/3000 /kaggle/working/../input/vinbigdata/test/10344d2fdc514205d230de6319408ecd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 3 Lung Opacitys, 2 Other lesions, 5 Pleural effusions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.632s)\r\n",
      "image 193/3000 /kaggle/working/../input/vinbigdata/test/104a4ddb44890a3289f04dc395741ef6.png: 512x512 5 ILDs, 2 Infiltrations, 1 Lung Opacity, 3 Other lesions, 1 Pleural effusion, 12 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.768s)\r\n",
      "image 194/3000 /kaggle/working/../input/vinbigdata/test/10cba931b86360874e0905f97737d1f4.png: 512x512 1 Cardiomegaly, 2 Other lesions, 1 Pneumothorax, Done. (2.375s)\r\n",
      "image 195/3000 /kaggle/working/../input/vinbigdata/test/10d3204872c83731aeaee57e020b768a.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 4 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.667s)\r\n",
      "image 196/3000 /kaggle/working/../input/vinbigdata/test/10fc9d37a7f2808a1c41da80d81a291f.png: 512x512 1 Aortic enlargement, 8 Pleural thickenings, Done. (1.600s)\r\n",
      "image 197/3000 /kaggle/working/../input/vinbigdata/test/114f3a0eabc40429a50aba292a9147bd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Other lesion, 3 Pleural thickenings, Done. (1.697s)\r\n",
      "image 198/3000 /kaggle/working/../input/vinbigdata/test/11548ab15b1e24e1daa31af618ef9468.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.642s)\r\n",
      "image 199/3000 /kaggle/working/../input/vinbigdata/test/116bad01608f53b0e0a859461b3d5a76.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 3 ILDs, 1 Nodule/Mass, Done. (1.646s)\r\n",
      "image 200/3000 /kaggle/working/../input/vinbigdata/test/1179e8bc6d3b41207a2140674c5ef1d0.png: 512x512 4 Aortic enlargements, 4 Calcifications, 2 Cardiomegalys, 3 ILDs, 3 Nodule/Masss, 9 Other lesions, 2 Pulmonary fibrosiss, Done. (1.862s)\r\n",
      "image 201/3000 /kaggle/working/../input/vinbigdata/test/119a7830be7eaba5f4feb67d1ee9011e.png: 512x512 6 Pleural thickenings, Done. (1.542s)\r\n",
      "image 202/3000 /kaggle/working/../input/vinbigdata/test/11b8e52dde21c314c67ead9547b1002a.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 1 Lung Opacity, 2 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.553s)\r\n",
      "image 203/3000 /kaggle/working/../input/vinbigdata/test/11c92d8711765e3f16b0be225d7d5c03.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 8 Pleural thickenings, 1 Pneumothorax, Done. (1.698s)\r\n",
      "image 204/3000 /kaggle/working/../input/vinbigdata/test/11ccd9217ba74bcc1021e91024591ba3.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 3 Nodule/Masss, 3 Other lesions, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.642s)\r\n",
      "image 205/3000 /kaggle/working/../input/vinbigdata/test/1205221385629d1199a6ed82fff7c18f.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 4 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.471s)\r\n",
      "image 206/3000 /kaggle/working/../input/vinbigdata/test/121e650bba0d2537b821fb20bcc0db86.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 1 Pleural thickening, Done. (1.468s)\r\n",
      "image 207/3000 /kaggle/working/../input/vinbigdata/test/12202997d3fc0d506d2514a4c1995d15.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 4 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 3 Pleural effusions, 2 Pleural thickenings, Done. (1.493s)\r\n",
      "image 208/3000 /kaggle/working/../input/vinbigdata/test/12237409e14e5a96605c4fb7613c35a1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 4 Pleural thickenings, Done. (1.478s)\r\n",
      "image 209/3000 /kaggle/working/../input/vinbigdata/test/122b52a4ec108c2ed3e934b4abfcaac0.png: 512x512 1 Pleural effusion, 8 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.442s)\r\n",
      "image 210/3000 /kaggle/working/../input/vinbigdata/test/122d5a9f1b5bd22f6ddad0fd5e47c001.png: 512x512 Done. (1.506s)\r\n",
      "image 211/3000 /kaggle/working/../input/vinbigdata/test/1264a14de4ec7c401eaf55b1440e2d20.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 1 Pleural thickening, Done. (1.556s)\r\n",
      "image 212/3000 /kaggle/working/../input/vinbigdata/test/127c6048347e41fd040ae79d76fdfb3e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.484s)\r\n",
      "image 213/3000 /kaggle/working/../input/vinbigdata/test/127e2784b91becce4ac297255904033e.png: 512x512 1 Pleural effusion, 4 Pleural thickenings, Done. (1.582s)\r\n",
      "image 214/3000 /kaggle/working/../input/vinbigdata/test/12cea68e4b795e545877708c16b8dbdd.png: 512x512 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.937s)\r\n",
      "image 215/3000 /kaggle/working/../input/vinbigdata/test/12d5529941b5a673cb50f4e1e8c502de.png: 512x512 2 Aortic enlargements, 4 Pleural thickenings, Done. (1.491s)\r\n",
      "image 216/3000 /kaggle/working/../input/vinbigdata/test/12d598be7970fc60aa76bd7c21eef405.png: 512x512 Done. (1.552s)\r\n",
      "image 217/3000 /kaggle/working/../input/vinbigdata/test/12df63c7ee868a1677ba273c3c775476.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.532s)\r\n",
      "image 218/3000 /kaggle/working/../input/vinbigdata/test/12e58d45f46e91b639072bd5a86bea3e.png: 512x512 2 Aortic enlargements, 3 Calcifications, 5 ILDs, 3 Infiltrations, 1 Lung Opacity, 1 Nodule/Mass, 6 Other lesions, 1 Pleural effusion, 10 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.559s)\r\n",
      "image 219/3000 /kaggle/working/../input/vinbigdata/test/12ed43ece0b7bff835c1461a7f501cdb.png: 512x512 2 Cardiomegalys, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.766s)\r\n",
      "image 220/3000 /kaggle/working/../input/vinbigdata/test/1310d74e9fdeb707f12ef28daeb3c090.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.779s)\r\n",
      "image 221/3000 /kaggle/working/../input/vinbigdata/test/134214ffc7f507842719617ecd5bfc52.png: 512x512 3 Aortic enlargements, 3 Calcifications, 1 Cardiomegaly, 2 Lung Opacitys, 3 Nodule/Masss, 22 Other lesions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.836s)\r\n",
      "image 222/3000 /kaggle/working/../input/vinbigdata/test/13775f4e51c24f0cd01ba11398e2caeb.png: 512x512 5 Pleural thickenings, Done. (2.150s)\r\n",
      "image 223/3000 /kaggle/working/../input/vinbigdata/test/13789084b882efd4810ca26dbfff3858.png: 512x512 1 Aortic enlargement, 3 Atelectasiss, 1 Calcification, 2 Cardiomegalys, 1 Consolidation, 4 ILDs, 2 Infiltrations, 2 Lung Opacitys, 7 Other lesions, 15 Pleural thickenings, 6 Pneumothoraxs, 16 Pulmonary fibrosiss, Done. (2.087s)\r\n",
      "image 224/3000 /kaggle/working/../input/vinbigdata/test/137ac53870d1ad70a105130b93774949.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 2 Consolidations, 1 ILD, 3 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 3 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (2.022s)\r\n",
      "image 225/3000 /kaggle/working/../input/vinbigdata/test/137f41dd06d51d9d230b6b65740097c2.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.741s)\r\n",
      "image 226/3000 /kaggle/working/../input/vinbigdata/test/13a6d3d468c044807b06e160c0723c33.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 2 ILDs, 1 Other lesion, Done. (1.557s)\r\n",
      "image 227/3000 /kaggle/working/../input/vinbigdata/test/13b9d029ff4c874e22f539c174ae96ff.png: 512x512 1 Atelectasis, 2 Cardiomegalys, 4 Consolidations, 2 ILDs, 6 Infiltrations, 6 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 2 Pleural effusions, 2 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.445s)\r\n",
      "image 228/3000 /kaggle/working/../input/vinbigdata/test/13db1898f2d711db4aaf0b2a9a4059cd.png: 512x512 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.442s)\r\n",
      "image 229/3000 /kaggle/working/../input/vinbigdata/test/1417df96cf0ef3878d5be9cbf5b03b0b.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Cardiomegalys, 2 Consolidations, 2 Infiltrations, 4 Lung Opacitys, 5 Nodule/Masss, 8 Other lesions, 2 Pleural effusions, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.431s)\r\n",
      "image 230/3000 /kaggle/working/../input/vinbigdata/test/1426d221af945559896985caa24d02a9.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Pulmonary fibrosis, Done. (1.534s)\r\n",
      "image 231/3000 /kaggle/working/../input/vinbigdata/test/14ca70006ecaf4d16690279c2ef6b6d5.png: 512x512 2 Aortic enlargements, 2 ILDs, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.510s)\r\n",
      "image 232/3000 /kaggle/working/../input/vinbigdata/test/14d7ac411bb2c8faf13ae0de31e4cf7a.png: 512x512 1 Cardiomegaly, 1 Pleural effusion, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.413s)\r\n",
      "image 233/3000 /kaggle/working/../input/vinbigdata/test/14d90cb65cec1138f6bcb97bd7892393.png: 512x512 2 Atelectasiss, 2 Consolidations, 3 ILDs, 6 Infiltrations, 7 Lung Opacitys, 7 Nodule/Masss, 7 Other lesions, 1 Pleural effusion, 10 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.964s)\r\n",
      "image 234/3000 /kaggle/working/../input/vinbigdata/test/14da9051525bd2504dd56938f92644ef.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.420s)\r\n",
      "image 235/3000 /kaggle/working/../input/vinbigdata/test/150ae0840d191a04af860941593c5fc5.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.425s)\r\n",
      "image 236/3000 /kaggle/working/../input/vinbigdata/test/154dca2bde84a7434044daf0e61c5b69.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Calcification, 1 Cardiomegaly, 2 Consolidations, 2 Infiltrations, 5 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 6 Pleural effusions, 11 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.409s)\r\n",
      "image 237/3000 /kaggle/working/../input/vinbigdata/test/158c6d4adf43b8fb9c3c51bd47180e9e.png: 512x512 1 ILD, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.485s)\r\n",
      "image 238/3000 /kaggle/working/../input/vinbigdata/test/15bb0fd575ecbe78c812dfb4eedd4b77.png: 512x512 1 Pleural thickening, Done. (1.439s)\r\n",
      "image 239/3000 /kaggle/working/../input/vinbigdata/test/15ebe1d755c0b7598be716ef950308d4.png: 512x512 5 Aortic enlargements, 5 Calcifications, 3 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.425s)\r\n",
      "image 240/3000 /kaggle/working/../input/vinbigdata/test/15fb0d3878a7df2897e387cdd592577f.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 241/3000 /kaggle/working/../input/vinbigdata/test/15fd19174078e6e85ca8a6521a367ae6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 3 ILDs, 2 Infiltrations, 2 Lung Opacitys, 3 Nodule/Masss, 3 Other lesions, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.450s)\r\n",
      "image 242/3000 /kaggle/working/../input/vinbigdata/test/16351a9a4a8dcf423a92f1b87d181389.png: 512x512 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.466s)\r\n",
      "image 243/3000 /kaggle/working/../input/vinbigdata/test/163c884cba35d5d5ca50b7b8ea36a1fa.png: 512x512 2 Aortic enlargements, 3 Cardiomegalys, 2 Consolidations, 2 Lung Opacitys, 2 Other lesions, 9 Pleural effusions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.446s)\r\n",
      "image 244/3000 /kaggle/working/../input/vinbigdata/test/165f2b132c2942833ab8138d48c96800.png: 512x512 1 Aortic enlargement, 1 Other lesion, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.438s)\r\n",
      "image 245/3000 /kaggle/working/../input/vinbigdata/test/16606aa288e909f4defdba599487c365.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 8 Pleural thickenings, Done. (1.515s)\r\n",
      "image 246/3000 /kaggle/working/../input/vinbigdata/test/1663ffcf2520d42473b572deb56b2497.png: 512x512 2 ILDs, Done. (1.426s)\r\n",
      "image 247/3000 /kaggle/working/../input/vinbigdata/test/16d21d110cfc96417f66e1fef6c7b59c.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 9 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.455s)\r\n",
      "image 248/3000 /kaggle/working/../input/vinbigdata/test/16df71f433fedfbc6c67cc338137d7e4.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Consolidation, 2 ILDs, 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 2 Pleural effusions, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.448s)\r\n",
      "image 249/3000 /kaggle/working/../input/vinbigdata/test/16e2409846b221679644329b0b682617.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 7 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.455s)\r\n",
      "image 250/3000 /kaggle/working/../input/vinbigdata/test/16eadc24e658018c787bf7dfc30ee144.png: 512x512 6 Calcifications, 4 ILDs, 3 Infiltrations, 5 Lung Opacitys, 4 Nodule/Masss, 5 Other lesions, 3 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.471s)\r\n",
      "image 251/3000 /kaggle/working/../input/vinbigdata/test/16f1811f5ce5fef3f8ef60b2fc675af5.png: 512x512 4 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 5 ILDs, 1 Nodule/Mass, 6 Other lesions, 3 Pulmonary fibrosiss, Done. (1.452s)\r\n",
      "image 252/3000 /kaggle/working/../input/vinbigdata/test/16f3b4f52a2cbf5357547ca83cab6caf.png: 512x512 6 Pleural thickenings, Done. (1.579s)\r\n",
      "image 253/3000 /kaggle/working/../input/vinbigdata/test/171388f8091a33de18fa9def04b01042.png: 512x512 2 Aortic enlargements, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 4 Other lesions, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 254/3000 /kaggle/working/../input/vinbigdata/test/171dff98d336340bca7e12645e0a5a41.png: 512x512 2 Atelectasiss, 2 Consolidations, 3 ILDs, 4 Infiltrations, 5 Lung Opacitys, 5 Other lesions, 4 Pleural effusions, 13 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.858s)\r\n",
      "image 255/3000 /kaggle/working/../input/vinbigdata/test/17201bfb22f098b084c8b355cfc45c97.png: 512x512 1 ILD, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.477s)\r\n",
      "image 256/3000 /kaggle/working/../input/vinbigdata/test/173a25467a671ab8f44a8c1e9e02d5e1.png: 512x512 2 Aortic enlargements, 4 Atelectasiss, 1 Cardiomegaly, 11 Consolidations, 2 ILDs, 12 Infiltrations, 15 Lung Opacitys, 8 Nodule/Masss, 11 Other lesions, 7 Pleural effusions, 4 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 257/3000 /kaggle/working/../input/vinbigdata/test/173f8f59c15a521dc3ea16ee8783159c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 2 Lung Opacitys, 2 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.420s)\r\n",
      "image 258/3000 /kaggle/working/../input/vinbigdata/test/17520d7b23b5a393d697ecf139b736fc.png: 512x512 3 Pleural thickenings, Done. (1.422s)\r\n",
      "image 259/3000 /kaggle/working/../input/vinbigdata/test/17566869460d2082f1436ffc837f0c2a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.648s)\r\n",
      "image 260/3000 /kaggle/working/../input/vinbigdata/test/1782aa7185480390105391366e207a8d.png: 512x512 1 Other lesion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.474s)\r\n",
      "image 261/3000 /kaggle/working/../input/vinbigdata/test/1797ac887e393a0e25ebb44b3125f0c1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 2 Other lesions, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.446s)\r\n",
      "image 262/3000 /kaggle/working/../input/vinbigdata/test/17cb989569ca6ef46e1066b0cec22304.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 2 Infiltrations, 4 Lung Opacitys, 4 Other lesions, 5 Pleural effusions, 11 Pleural thickenings, 1 Pneumothorax, 3 Pulmonary fibrosiss, Done. (1.456s)\r\n",
      "image 263/3000 /kaggle/working/../input/vinbigdata/test/17d06e7d3f142ebb8f50088b417df79a.png: 512x512 4 Pleural thickenings, Done. (1.414s)\r\n",
      "image 264/3000 /kaggle/working/../input/vinbigdata/test/17d82f2fa525a8d3b7e868aad6e85d7d.png: 512x512 2 Aortic enlargements, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.394s)\r\n",
      "image 265/3000 /kaggle/working/../input/vinbigdata/test/17df698e956c640c7aad338afb841679.png: 512x512 1 ILD, 3 Other lesions, 4 Pleural thickenings, Done. (1.401s)\r\n",
      "image 266/3000 /kaggle/working/../input/vinbigdata/test/17e37e29b02ef0f01a1e9e5e0c0e9d6e.png: 512x512 1 ILD, 2 Pleural effusions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.419s)\r\n",
      "image 267/3000 /kaggle/working/../input/vinbigdata/test/17ead023e20603e9df9f2a3f326b2344.png: 512x512 1 Aortic enlargement, 2 Calcifications, 3 Nodule/Masss, 1 Other lesion, 2 Pleural effusions, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.493s)\r\n",
      "image 268/3000 /kaggle/working/../input/vinbigdata/test/17eefd92847c5a56c84990047ab2d5ae.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.438s)\r\n",
      "image 269/3000 /kaggle/working/../input/vinbigdata/test/186398ac83152a0870a3c329646e66ae.png: 512x512 4 Cardiomegalys, 1 ILD, 2 Other lesions, Done. (1.462s)\r\n",
      "image 270/3000 /kaggle/working/../input/vinbigdata/test/1863dc75544ef9c4fed99adc7148d45b.png: 512x512 2 Aortic enlargements, 2 Calcifications, 2 Lung Opacitys, 3 Nodule/Masss, 3 Other lesions, 4 Pleural thickenings, Done. (1.446s)\r\n",
      "image 271/3000 /kaggle/working/../input/vinbigdata/test/1870fb4ff8d9cd26be7ba8bc7959e4d7.png: 512x512 3 Pleural thickenings, Done. (1.448s)\r\n",
      "image 272/3000 /kaggle/working/../input/vinbigdata/test/187b41878d6dfc41488d4f1f379bbdc1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 2 Pleural thickenings, Done. (1.458s)\r\n",
      "image 273/3000 /kaggle/working/../input/vinbigdata/test/1887e016e569b354a55e3fb4313def83.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.509s)\r\n",
      "image 274/3000 /kaggle/working/../input/vinbigdata/test/18beac8a923ed6b1e08cb5a631a73e76.png: 512x512 1 Cardiomegaly, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.502s)\r\n",
      "image 275/3000 /kaggle/working/../input/vinbigdata/test/18c93180fe5e1c5658a5d7ad18d7c26f.png: 512x512 1 Pleural thickening, Done. (1.782s)\r\n",
      "image 276/3000 /kaggle/working/../input/vinbigdata/test/18d6003908775a049bc2c25e5c68c925.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 ILDs, 1 Nodule/Mass, 3 Pleural thickenings, Done. (1.619s)\r\n",
      "image 277/3000 /kaggle/working/../input/vinbigdata/test/18e12fb03036d68da9f672073967c753.png: 512x512 1 Aortic enlargement, 1 ILD, 7 Other lesions, 1 Pleural effusion, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.429s)\r\n",
      "image 278/3000 /kaggle/working/../input/vinbigdata/test/18f0e2093719a4b98c7e79d4f202b33f.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 3 Calcifications, 1 Cardiomegaly, 7 ILDs, 5 Infiltrations, 5 Lung Opacitys, 3 Nodule/Masss, 8 Other lesions, 12 Pleural thickenings, 14 Pulmonary fibrosiss, Done. (1.436s)\r\n",
      "image 279/3000 /kaggle/working/../input/vinbigdata/test/191b17a545a133660df08ad6b228c7ea.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural effusions, 9 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.444s)\r\n",
      "image 280/3000 /kaggle/working/../input/vinbigdata/test/19956c66c5528604e1043c766eeba90f.png: 512x512 3 ILDs, 1 Infiltration, 1 Lung Opacity, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.440s)\r\n",
      "image 281/3000 /kaggle/working/../input/vinbigdata/test/19c44a83a0b26af42aefbcbf7b9f9380.png: 512x512 1 Aortic enlargement, 4 Atelectasiss, 1 Calcification, 7 Consolidations, 4 ILDs, 5 Infiltrations, 11 Lung Opacitys, 4 Nodule/Masss, 7 Other lesions, 6 Pleural effusions, 12 Pleural thickenings, 2 Pneumothoraxs, 10 Pulmonary fibrosiss, Done. (1.508s)\r\n",
      "image 282/3000 /kaggle/working/../input/vinbigdata/test/19c904c92f411c3bccc89f0024587543.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.416s)\r\n",
      "image 283/3000 /kaggle/working/../input/vinbigdata/test/19d24dee80c92094175c10817959c5fa.png: 512x512 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.410s)\r\n",
      "image 284/3000 /kaggle/working/../input/vinbigdata/test/19e0d6ab0dc61189088d0e149c5871ac.png: 512x512 2 Aortic enlargements, 3 Atelectasiss, 3 Calcifications, 2 Cardiomegalys, 7 Consolidations, 4 ILDs, 8 Infiltrations, 11 Lung Opacitys, 5 Nodule/Masss, 15 Other lesions, 5 Pleural effusions, 7 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.415s)\r\n",
      "image 285/3000 /kaggle/working/../input/vinbigdata/test/1a215224bd3e29b6e8e691893181bd21.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 2 Other lesions, 8 Pleural thickenings, Done. (1.417s)\r\n",
      "image 286/3000 /kaggle/working/../input/vinbigdata/test/1a43b8deb6025a95ea74603d897c95a5.png: 512x512 1 Other lesion, 2 Pleural effusions, 5 Pleural thickenings, Done. (1.419s)\r\n",
      "image 287/3000 /kaggle/working/../input/vinbigdata/test/1a43f9283adf717d36e65e0951afc629.png: 512x512 2 Pleural effusions, 3 Pleural thickenings, Done. (1.399s)\r\n",
      "image 288/3000 /kaggle/working/../input/vinbigdata/test/1aa1da1bf045b4eea350b501b1548351.png: 512x512 3 Aortic enlargements, 2 Cardiomegalys, 1 ILD, 2 Other lesions, 2 Pleural thickenings, Done. (1.420s)\r\n",
      "image 289/3000 /kaggle/working/../input/vinbigdata/test/1aa44e88c12853c45ac703f24309ac3e.png: 512x512 1 Aortic enlargement, 1 Pleural thickening, Done. (1.490s)\r\n",
      "image 290/3000 /kaggle/working/../input/vinbigdata/test/1aa707b195e1f6efffd8c17ca926eeef.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 4 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.409s)\r\n",
      "image 291/3000 /kaggle/working/../input/vinbigdata/test/1aac6d9d0a45609aa2771e91e59451da.png: 512x512 1 Pleural thickening, Done. (1.430s)\r\n",
      "image 292/3000 /kaggle/working/../input/vinbigdata/test/1abf74c3876f61b3e19194846043e889.png: 512x512 5 Pleural thickenings, Done. (1.413s)\r\n",
      "image 293/3000 /kaggle/working/../input/vinbigdata/test/1ac0078bcb5550b9dc4f0dbfade6eb4d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 7 Other lesions, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.412s)\r\n",
      "image 294/3000 /kaggle/working/../input/vinbigdata/test/1b13d20e122a770f28228027f03a010c.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.501s)\r\n",
      "image 295/3000 /kaggle/working/../input/vinbigdata/test/1b26be04540ce7c6b0618a57cb295d13.png: 512x512 1 Aortic enlargement, 6 Pleural thickenings, Done. (1.432s)\r\n",
      "image 296/3000 /kaggle/working/../input/vinbigdata/test/1b2df8b1ebcd4cf26b828e96dd54304a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.686s)\r\n",
      "image 297/3000 /kaggle/working/../input/vinbigdata/test/1b3810d022fb64d409d7d579f7739b14.png: 512x512 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.617s)\r\n",
      "image 298/3000 /kaggle/working/../input/vinbigdata/test/1b3e916aa92b328e17f24d1c892cb749.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.417s)\r\n",
      "image 299/3000 /kaggle/working/../input/vinbigdata/test/1b4407d5e1e9ec1e602c75fc80b7b001.png: 512x512 1 Cardiomegaly, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.428s)\r\n",
      "image 300/3000 /kaggle/working/../input/vinbigdata/test/1b6a707131f787fe37d3ea40d2011d43.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Nodule/Mass, 2 Pleural thickenings, Done. (1.428s)\r\n",
      "image 301/3000 /kaggle/working/../input/vinbigdata/test/1b78d27f9d6dbeb9296c6b610262c95e.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (1.415s)\r\n",
      "image 302/3000 /kaggle/working/../input/vinbigdata/test/1bd17c03a70dbb1e8f4723d5aacb1e52.png: 512x512 1 Lung Opacity, 1 Other lesion, Done. (1.424s)\r\n",
      "image 303/3000 /kaggle/working/../input/vinbigdata/test/1bffe6caf3de56fc4ffcf7ce4176e757.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 5 Pleural thickenings, Done. (1.499s)\r\n",
      "image 304/3000 /kaggle/working/../input/vinbigdata/test/1c04f08e163f0fdb38461013b2f6f9b9.png: 512x512 2 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 1 Lung Opacity, 6 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.427s)\r\n",
      "image 305/3000 /kaggle/working/../input/vinbigdata/test/1c0edcab874f51772ec86ac6405a0a69.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 ILD, 1 Nodule/Mass, 2 Pleural effusions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.423s)\r\n",
      "image 306/3000 /kaggle/working/../input/vinbigdata/test/1c146ccd983da39b62f2e2d9857e8d2a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, Done. (1.427s)\r\n",
      "image 307/3000 /kaggle/working/../input/vinbigdata/test/1c23c0b48f19721b171febe638673eec.png: 512x512 2 Aortic enlargements, 2 Atelectasiss, 3 Calcifications, 1 Consolidation, 1 Infiltration, 3 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 4 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.423s)\r\n",
      "image 308/3000 /kaggle/working/../input/vinbigdata/test/1c2898a294e3a212280feeac16396e7c.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, Done. (1.433s)\r\n",
      "image 309/3000 /kaggle/working/../input/vinbigdata/test/1c41827efd6e236f8b05c6524f1a43c3.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 3 Nodule/Masss, 5 Other lesions, 3 Pleural thickenings, Done. (1.531s)\r\n",
      "image 310/3000 /kaggle/working/../input/vinbigdata/test/1ca15cd9835324d8a30bd20544a9cab8.png: 512x512 3 Aortic enlargements, 3 Atelectasiss, 5 Calcifications, 4 Consolidations, 11 ILDs, 9 Infiltrations, 9 Lung Opacitys, 7 Nodule/Masss, 9 Other lesions, 4 Pleural effusions, 9 Pleural thickenings, 2 Pneumothoraxs, 12 Pulmonary fibrosiss, Done. (1.459s)\r\n",
      "image 311/3000 /kaggle/working/../input/vinbigdata/test/1ca5675a7a3042ccb0334a42d14d145f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pneumothorax, Done. (1.617s)\r\n",
      "image 312/3000 /kaggle/working/../input/vinbigdata/test/1cc1ed63475e99d32f1884762955effc.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Lung Opacity, 2 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.437s)\r\n",
      "image 313/3000 /kaggle/working/../input/vinbigdata/test/1ccc9029a1f9a8cb57a4913a7c239acc.png: 512x512 2 Aortic enlargements, 2 Other lesions, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.439s)\r\n",
      "image 314/3000 /kaggle/working/../input/vinbigdata/test/1cd859e3b7a6ea36735fa06b03fcbdd7.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Other lesions, 5 Pleural thickenings, Done. (1.437s)\r\n",
      "image 315/3000 /kaggle/working/../input/vinbigdata/test/1d12b94b7acbeadef7d7700b50aa90d4.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 3 Pleural thickenings, Done. (1.520s)\r\n",
      "image 316/3000 /kaggle/working/../input/vinbigdata/test/1d1fcf6654f7d727aafae5c5eba5fd7f.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 2 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 1 Pleural thickening, Done. (1.408s)\r\n",
      "image 317/3000 /kaggle/working/../input/vinbigdata/test/1d6476853a2aaaf281c1be2e2584e383.png: 512x512 1 Aortic enlargement, 1 Calcification, 6 ILDs, 4 Infiltrations, 3 Lung Opacitys, 3 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.527s)\r\n",
      "image 318/3000 /kaggle/working/../input/vinbigdata/test/1da78a23d8738003d24bdeb4a47c07ba.png: 512x512 4 Pleural thickenings, Done. (1.786s)\r\n",
      "image 319/3000 /kaggle/working/../input/vinbigdata/test/1db20acd44b0e120b91f137a46da1ff6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, Done. (1.424s)\r\n",
      "image 320/3000 /kaggle/working/../input/vinbigdata/test/1ddd49f2867bac4430aaad6d35445a61.png: 512x512 1 Pleural thickening, 4 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 321/3000 /kaggle/working/../input/vinbigdata/test/1deb5e6595022e9cad8cb8fb00863e8f.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.427s)\r\n",
      "image 322/3000 /kaggle/working/../input/vinbigdata/test/1deeb557e49b03764d434bad3c7bdd35.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 2 Consolidations, 2 ILDs, 4 Infiltrations, 9 Lung Opacitys, 1 Nodule/Mass, 6 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.426s)\r\n",
      "image 323/3000 /kaggle/working/../input/vinbigdata/test/1e2a07154cad985c88bf3668850c3587.png: 512x512 1 Aortic enlargement, 1 Infiltration, 1 Lung Opacity, 7 Other lesions, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.436s)\r\n",
      "image 324/3000 /kaggle/working/../input/vinbigdata/test/1e335e2b51bd598406b39b4f3974ea79.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.408s)\r\n",
      "image 325/3000 /kaggle/working/../input/vinbigdata/test/1e3741152ae10349083bdf40ef01789e.png: 512x512 1 Aortic enlargement, 6 Pleural thickenings, Done. (1.494s)\r\n",
      "image 326/3000 /kaggle/working/../input/vinbigdata/test/1e3fadece3c8d4259c2b5a7de61e12ef.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 4 Lung Opacitys, 5 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.431s)\r\n",
      "image 327/3000 /kaggle/working/../input/vinbigdata/test/1e4029a54dd47b7223885e14cc0e020f.png: 512x512 1 Aortic enlargement, 2 Calcifications, 2 Cardiomegalys, 2 ILDs, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 3 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.423s)\r\n",
      "image 328/3000 /kaggle/working/../input/vinbigdata/test/1e41c551c741b13ef41f540a6428058b.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 2 Infiltrations, 1 Lung Opacity, 1 Other lesion, 6 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.434s)\r\n",
      "image 329/3000 /kaggle/working/../input/vinbigdata/test/1e56d718a35fc14e4461717c9664c4c2.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 4 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.428s)\r\n",
      "image 330/3000 /kaggle/working/../input/vinbigdata/test/1e5df6a5f0edfdce728581219123811f.png: 512x512 1 Cardiomegaly, 3 Other lesions, 6 Pleural thickenings, Done. (1.432s)\r\n",
      "image 331/3000 /kaggle/working/../input/vinbigdata/test/1e87b2befde0db02bf14e75e798e4269.png: 512x512 6 Aortic enlargements, 3 Atelectasiss, 4 Calcifications, 1 Cardiomegaly, 3 Consolidations, 1 Infiltration, 16 Lung Opacitys, 7 Nodule/Masss, 25 Other lesions, 5 Pleural effusions, 14 Pleural thickenings, 1 Pneumothorax, 5 Pulmonary fibrosiss, Done. (1.450s)\r\n",
      "image 332/3000 /kaggle/working/../input/vinbigdata/test/1eb469f4d7f3c627bd265a57dbbf91b4.png: 512x512 1 Aortic enlargement, 2 Cardiomegalys, 1 Consolidation, 3 ILDs, 2 Infiltrations, 3 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 2 Pulmonary fibrosiss, Done. (1.462s)\r\n",
      "image 333/3000 /kaggle/working/../input/vinbigdata/test/1ee597e9da780a7c2e68a78fdaae42fc.png: 512x512 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.502s)\r\n",
      "image 334/3000 /kaggle/working/../input/vinbigdata/test/1f2238036d246a568553191ed099c1e3.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.425s)\r\n",
      "image 335/3000 /kaggle/working/../input/vinbigdata/test/1fad8a04142b39fb650138dc933334b3.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 2 Pleural effusions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.424s)\r\n",
      "image 336/3000 /kaggle/working/../input/vinbigdata/test/1fae839a73abec3f3d7436fa2bce4630.png: 512x512 1 Aortic enlargement, 1 Calcification, 5 ILDs, 7 Infiltrations, 6 Lung Opacitys, 3 Nodule/Masss, 5 Other lesions, 3 Pleural effusions, 13 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.501s)\r\n",
      "image 337/3000 /kaggle/working/../input/vinbigdata/test/1fcc1cd57e0ce38aa0b72b3a6996015a.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 2 Calcifications, 2 Consolidations, 3 ILDs, 3 Infiltrations, 4 Lung Opacitys, 7 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 8 Pleural thickenings, 20 Pulmonary fibrosiss, Done. (1.422s)\r\n",
      "image 338/3000 /kaggle/working/../input/vinbigdata/test/1fd9d5d1bb0ce0f60396950f07270c09.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.523s)\r\n",
      "image 339/3000 /kaggle/working/../input/vinbigdata/test/1fffff933eea7cb619d35e5ae18920d5.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.683s)\r\n",
      "image 340/3000 /kaggle/working/../input/vinbigdata/test/20085587273eae1d4ea461ee23b18fe3.png: 512x512 1 Aortic enlargement, 1 Other lesion, 3 Pleural thickenings, Done. (1.503s)\r\n",
      "image 341/3000 /kaggle/working/../input/vinbigdata/test/2021c6c746096cd28002e71ceb992c69.png: 512x512 1 Aortic enlargement, 7 ILDs, 6 Infiltrations, 4 Lung Opacitys, 4 Nodule/Masss, 12 Other lesions, 7 Pleural thickenings, 20 Pulmonary fibrosiss, Done. (1.446s)\r\n",
      "image 342/3000 /kaggle/working/../input/vinbigdata/test/202dc97c4b3ec7e50f4813456938500a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.485s)\r\n",
      "image 343/3000 /kaggle/working/../input/vinbigdata/test/203e51fe440b4468f4142d795d381cb4.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 5 Pleural thickenings, Done. (1.431s)\r\n",
      "image 344/3000 /kaggle/working/../input/vinbigdata/test/204c690fdc9b400342f9b5a271523bfe.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 2 Pleural effusions, 7 Pleural thickenings, Done. (1.424s)\r\n",
      "image 345/3000 /kaggle/working/../input/vinbigdata/test/2051a04c05ac229fd9a1f16a4a493f64.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 1 Pleural thickening, Done. (1.433s)\r\n",
      "image 346/3000 /kaggle/working/../input/vinbigdata/test/20614fb1b38f8b6d81830b92068b19e7.png: 512x512 1 Aortic enlargement, 4 Atelectasiss, 6 Consolidations, 1 ILD, 6 Infiltrations, 8 Lung Opacitys, 6 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, 1 Pneumothorax, 5 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 347/3000 /kaggle/working/../input/vinbigdata/test/206a3bdb39970f971f505da837a5bfd4.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Nodule/Mass, 3 Pleural effusions, 9 Pleural thickenings, Done. (1.481s)\r\n",
      "image 348/3000 /kaggle/working/../input/vinbigdata/test/20a92721508c6b74dac74143d3221152.png: 512x512 1 Aortic enlargement, 1 Calcification, 7 ILDs, 2 Infiltrations, 1 Nodule/Mass, 5 Other lesions, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.416s)\r\n",
      "image 349/3000 /kaggle/working/../input/vinbigdata/test/20adb39b3684a4a5315c6c07c11f6a85.png: 512x512 1 Cardiomegaly, Done. (1.425s)\r\n",
      "image 350/3000 /kaggle/working/../input/vinbigdata/test/20b35d7ea287071b586c37690162b556.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Nodule/Mass, 1 Pleural thickening, Done. (1.419s)\r\n",
      "image 351/3000 /kaggle/working/../input/vinbigdata/test/20b7a770145a276ab4f3ccd12e28aa45.png: 512x512 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.437s)\r\n",
      "image 352/3000 /kaggle/working/../input/vinbigdata/test/20c2fc9d1babf3f47d4bf2e2d4fa0d2c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.438s)\r\n",
      "image 353/3000 /kaggle/working/../input/vinbigdata/test/20d0c4e2d3473e9f1f2891f01d5edf63.png: 512x512 1 Aortic enlargement, 1 Calcification, 5 Other lesions, 4 Pleural thickenings, Done. (1.450s)\r\n",
      "image 354/3000 /kaggle/working/../input/vinbigdata/test/20d208807c641afba1698d8f35aa8713.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 5 ILDs, 3 Infiltrations, 3 Lung Opacitys, 3 Other lesions, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.442s)\r\n",
      "image 355/3000 /kaggle/working/../input/vinbigdata/test/2127bbf73b1d0f150ca12bfa5ca2b91d.png: 512x512 3 Aortic enlargements, 6 Atelectasiss, 1 Calcification, 1 Cardiomegaly, 5 Consolidations, 2 ILDs, 4 Infiltrations, 10 Lung Opacitys, 3 Nodule/Masss, 7 Other lesions, 11 Pleural effusions, 11 Pleural thickenings, 1 Pneumothorax, 3 Pulmonary fibrosiss, Done. (1.531s)\r\n",
      "image 356/3000 /kaggle/working/../input/vinbigdata/test/212dc39b6ba6941b034c2cd92cf97a8d.png: 512x512 2 Aortic enlargements, 2 Pleural thickenings, Done. (1.474s)\r\n",
      "image 357/3000 /kaggle/working/../input/vinbigdata/test/2149d92bf6e0a54eefb4ad12a24decd9.png: 512x512 1 Aortic enlargement, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.560s)\r\n",
      "image 358/3000 /kaggle/working/../input/vinbigdata/test/21764c704337db3cee5beb063a7f84f8.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Cardiomegaly, 6 Consolidations, 4 ILDs, 6 Infiltrations, 7 Lung Opacitys, 7 Nodule/Masss, 3 Other lesions, 6 Pleural effusions, 8 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.469s)\r\n",
      "image 359/3000 /kaggle/working/../input/vinbigdata/test/218e819ed8c0fe25c92ee7f1d5b993c7.png: 512x512 3 Aortic enlargements, 2 Calcifications, 2 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 5 Pleural effusions, 7 Pleural thickenings, Done. (1.604s)\r\n",
      "image 360/3000 /kaggle/working/../input/vinbigdata/test/21a3312b6e4ab747c09c526b77cb0716.png: 512x512 2 Aortic enlargements, 2 Calcifications, 6 Other lesions, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.741s)\r\n",
      "image 361/3000 /kaggle/working/../input/vinbigdata/test/21adda7cffdfc008f99e15f8608f389e.png: 512x512 2 ILDs, 1 Nodule/Mass, 1 Other lesion, 5 Pleural thickenings, Done. (1.436s)\r\n",
      "image 362/3000 /kaggle/working/../input/vinbigdata/test/21e82a2a2a98836a5932f08ae4538bdd.png: 512x512 1 Nodule/Mass, 6 Pleural thickenings, Done. (1.507s)\r\n",
      "image 363/3000 /kaggle/working/../input/vinbigdata/test/21ef0a13b87ffc2026f003dbb27f8b68.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 4 Consolidations, 2 ILDs, 10 Infiltrations, 13 Lung Opacitys, 5 Nodule/Masss, 6 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.443s)\r\n",
      "image 364/3000 /kaggle/working/../input/vinbigdata/test/21f45752082fdc5ce1cb3fb413b1b3de.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 1 Infiltration, 2 Lung Opacitys, 3 Other lesions, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 365/3000 /kaggle/working/../input/vinbigdata/test/2204fe4a8d1b984f7b6b9951e5f11c79.png: 512x512 5 ILDs, 1 Infiltration, 2 Lung Opacitys, 6 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.433s)\r\n",
      "image 366/3000 /kaggle/working/../input/vinbigdata/test/2214888f670a14cfa4f4e7223e814b40.png: 512x512 3 Aortic enlargements, 3 Calcifications, 1 Nodule/Mass, 2 Other lesions, 4 Pleural thickenings, 1 Pneumothorax, 2 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 367/3000 /kaggle/working/../input/vinbigdata/test/2218a9269d253e672bbf6dbe8da48f8f.png: 512x512 1 Aortic enlargement, 2 Cardiomegalys, 2 Consolidations, 4 ILDs, 3 Infiltrations, 3 Lung Opacitys, 5 Nodule/Masss, 6 Other lesions, 3 Pulmonary fibrosiss, Done. (1.472s)\r\n",
      "image 368/3000 /kaggle/working/../input/vinbigdata/test/2220f4ec338e6fa4f139d9b91aca9da3.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 6 Consolidations, 5 ILDs, 13 Infiltrations, 11 Lung Opacitys, 22 Nodule/Masss, 5 Other lesions, 2 Pleural effusions, 7 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.430s)\r\n",
      "image 369/3000 /kaggle/working/../input/vinbigdata/test/222d99d554686c4ab478f830fa25028e.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 4 Pleural thickenings, Done. (1.506s)\r\n",
      "image 370/3000 /kaggle/working/../input/vinbigdata/test/22470824d6539f5aae6f5df896e49630.png: 512x512 3 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, 3 Pulmonary fibrosiss, Done. (1.422s)\r\n",
      "image 371/3000 /kaggle/working/../input/vinbigdata/test/22477897ac65a32a47a81707bd7a3a25.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pleural thickening, 3 Pulmonary fibrosiss, Done. (1.425s)\r\n",
      "image 372/3000 /kaggle/working/../input/vinbigdata/test/2249e2c552b44d15f36f05266a7d2b7c.png: 512x512 2 Pleural effusions, 4 Pleural thickenings, Done. (1.427s)\r\n",
      "image 373/3000 /kaggle/working/../input/vinbigdata/test/225590024026b2900f745a21e5f86e45.png: 512x512 5 Aortic enlargements, 5 Calcifications, 1 Cardiomegaly, 4 Nodule/Masss, 10 Other lesions, 2 Pulmonary fibrosiss, Done. (1.429s)\r\n",
      "image 374/3000 /kaggle/working/../input/vinbigdata/test/225792d8531c9bee52c674cc975f689d.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Calcifications, 5 ILDs, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 1 Pleural thickening, 6 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 375/3000 /kaggle/working/../input/vinbigdata/test/225ee6b33560f3903d0427ea721e0690.png: 512x512 1 Other lesion, 7 Pleural thickenings, Done. (1.441s)\r\n",
      "image 376/3000 /kaggle/working/../input/vinbigdata/test/225fa92b59afa8d1e96a9b3a5291aaaf.png: 512x512 1 Cardiomegaly, 2 ILDs, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.432s)\r\n",
      "image 377/3000 /kaggle/working/../input/vinbigdata/test/22e777d8cb8506360407e800070e6ed4.png: 512x512 4 Aortic enlargements, 1 Atelectasis, 2 Calcifications, 1 ILD, 4 Lung Opacitys, 1 Nodule/Mass, 6 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.501s)\r\n",
      "image 378/3000 /kaggle/working/../input/vinbigdata/test/230ced5935d8f83f1b9f52bb95059263.png: 512x512 1 Aortic enlargement, 3 Calcifications, 1 Cardiomegaly, 2 Nodule/Masss, 5 Other lesions, 7 Pleural thickenings, Done. (1.501s)\r\n",
      "image 379/3000 /kaggle/working/../input/vinbigdata/test/230d775afe6d5f2f23515152d2a030d3.png: 512x512 1 Pleural thickening, Done. (1.456s)\r\n",
      "image 380/3000 /kaggle/working/../input/vinbigdata/test/232e100235a5357cf19c135892af7d83.png: 512x512 2 Pleural effusions, 9 Pleural thickenings, 1 Pneumothorax, Done. (2.052s)\r\n",
      "image 381/3000 /kaggle/working/../input/vinbigdata/test/234c0ca0777f8614476112bc7412caa5.png: 512x512 1 Aortic enlargement, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.499s)\r\n",
      "image 382/3000 /kaggle/working/../input/vinbigdata/test/235d5a43e07233fa0117ed8a185c06bf.png: 512x512 1 Cardiomegaly, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.451s)\r\n",
      "image 383/3000 /kaggle/working/../input/vinbigdata/test/235fa5309a20f02f306297fee158a109.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Pleural effusion, 8 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.430s)\r\n",
      "image 384/3000 /kaggle/working/../input/vinbigdata/test/2362bae8a9b107f454ce8bcb5dd80180.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.482s)\r\n",
      "image 385/3000 /kaggle/working/../input/vinbigdata/test/24151df5b3919093e2c97bc6647260fb.png: 512x512 5 Aortic enlargements, 2 Calcifications, 3 Cardiomegalys, 1 ILD, 1 Infiltration, 1 Lung Opacity, 5 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.537s)\r\n",
      "image 386/3000 /kaggle/working/../input/vinbigdata/test/24263689acdde18b84fc1f464c908ccf.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.803s)\r\n",
      "image 387/3000 /kaggle/working/../input/vinbigdata/test/242e05a5782d6682a43999a2e21096e6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.599s)\r\n",
      "image 388/3000 /kaggle/working/../input/vinbigdata/test/24671577f584d6b49ad97e5d49321fa5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, Done. (1.604s)\r\n",
      "image 389/3000 /kaggle/working/../input/vinbigdata/test/247d4f43ebb5cef2dec03ec8afaff90a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.784s)\r\n",
      "image 390/3000 /kaggle/working/../input/vinbigdata/test/24bc34d29332c13d3cf82c783d92d8ad.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.923s)\r\n",
      "image 391/3000 /kaggle/working/../input/vinbigdata/test/24d7e092a75fbc3f8756a6785a4d97c6.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.698s)\r\n",
      "image 392/3000 /kaggle/working/../input/vinbigdata/test/24dc9a75eac9086166bd3ea01ae2cd2c.png: 512x512 1 ILD, 1 Other lesion, 3 Pleural thickenings, Done. (1.668s)\r\n",
      "image 393/3000 /kaggle/working/../input/vinbigdata/test/253feb1e5d47eb3543d0cd0b072df5e5.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.826s)\r\n",
      "image 394/3000 /kaggle/working/../input/vinbigdata/test/2562f346ed3db617c6cf209d6fbfd384.png: 512x512 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.973s)\r\n",
      "image 395/3000 /kaggle/working/../input/vinbigdata/test/2578863f0f367acbce6b260b31470ff1.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 3 Consolidations, 5 Infiltrations, 5 Lung Opacitys, 5 Nodule/Masss, 3 Other lesions, 4 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (2.499s)\r\n",
      "image 396/3000 /kaggle/working/../input/vinbigdata/test/25aec56a720623274a5d51c6faa764b4.png: 512x512 3 Other lesions, 4 Pleural thickenings, Done. (2.431s)\r\n",
      "image 397/3000 /kaggle/working/../input/vinbigdata/test/25d536e3c96e22c7c258d2ed859c304a.png: 512x512 1 Cardiomegaly, 1 Other lesion, 1 Pleural thickening, Done. (2.689s)\r\n",
      "image 398/3000 /kaggle/working/../input/vinbigdata/test/25e40d94f13653fcd2b829c45cb18e3f.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 7 ILDs, 6 Infiltrations, 5 Lung Opacitys, 7 Nodule/Masss, 7 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.907s)\r\n",
      "image 399/3000 /kaggle/working/../input/vinbigdata/test/25e8a01e7de94f8874d34b9afdd593c5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.831s)\r\n",
      "image 400/3000 /kaggle/working/../input/vinbigdata/test/25f51d768c59ed4ac52079177d45479f.png: 512x512 1 Calcification, 1 Consolidation, 2 Infiltrations, 4 Lung Opacitys, 4 Nodule/Masss, 3 Other lesions, 1 Pleural thickening, 5 Pulmonary fibrosiss, Done. (1.915s)\r\n",
      "image 401/3000 /kaggle/working/../input/vinbigdata/test/25f92d35866a758f4175812fe3f7f47c.png: 512x512 1 Aortic enlargement, 1 Calcification, 7 ILDs, 3 Infiltrations, 5 Lung Opacitys, 5 Nodule/Masss, 5 Other lesions, 16 Pleural thickenings, 28 Pulmonary fibrosiss, Done. (1.821s)\r\n",
      "image 402/3000 /kaggle/working/../input/vinbigdata/test/261fb3e27745849bd6bf75c65166ccbf.png: 512x512 1 Nodule/Mass, 1 Pleural effusion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.689s)\r\n",
      "image 403/3000 /kaggle/working/../input/vinbigdata/test/262f42441f1d7479e741f624becd54cb.png: 512x512 4 ILDs, 2 Infiltrations, 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.767s)\r\n",
      "image 404/3000 /kaggle/working/../input/vinbigdata/test/2634fcd5139b26569a4d3ad23ee1beb9.png: 512x512 1 Aortic enlargement, 1 Calcification, 6 ILDs, 1 Lung Opacity, 8 Other lesions, 1 Pleural effusion, 17 Pleural thickenings, 2 Pneumothoraxs, 18 Pulmonary fibrosiss, Done. (1.595s)\r\n",
      "image 405/3000 /kaggle/working/../input/vinbigdata/test/269af0bfa0e3246aa7b7330a3c510030.png: 512x512 2 Aortic enlargements, 2 Atelectasiss, 1 Cardiomegaly, 2 Consolidations, 3 ILDs, 4 Infiltrations, 9 Lung Opacitys, 1 Nodule/Mass, 7 Other lesions, 6 Pleural effusions, 10 Pleural thickenings, 1 Pneumothorax, 7 Pulmonary fibrosiss, Done. (1.627s)\r\n",
      "image 406/3000 /kaggle/working/../input/vinbigdata/test/26a5285339df294ce288663b092c23c3.png: 512x512 1 Aortic enlargement, 2 Cardiomegalys, 2 Lung Opacitys, 4 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.643s)\r\n",
      "image 407/3000 /kaggle/working/../input/vinbigdata/test/26b335d3fb7b871bc7714c05421de9a5.png: 512x512 1 Other lesion, 6 Pleural thickenings, Done. (1.856s)\r\n",
      "image 408/3000 /kaggle/working/../input/vinbigdata/test/26ca88b5b40079f5627ef686bcc945fe.png: 512x512 5 Aortic enlargements, 4 Calcifications, 1 Cardiomegaly, 1 Consolidation, 3 ILDs, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 4 Other lesions, 6 Pleural thickenings, Done. (1.731s)\r\n",
      "image 409/3000 /kaggle/working/../input/vinbigdata/test/26ec05d5a77e04dac78841fcab729d17.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 5 Lung Opacitys, 2 Nodule/Masss, 6 Other lesions, 5 Pleural effusions, 8 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (2.259s)\r\n",
      "image 410/3000 /kaggle/working/../input/vinbigdata/test/26fa2f95e008965bec79eddf40220618.png: 512x512 1 Cardiomegaly, 3 Pleural thickenings, Done. (2.117s)\r\n",
      "image 411/3000 /kaggle/working/../input/vinbigdata/test/271290de7e7e4fb8aa1c31327f48f4b5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 12 Pleural thickenings, Done. (2.072s)\r\n",
      "image 412/3000 /kaggle/working/../input/vinbigdata/test/2719b0f265ede38083eb9558a9b325dc.png: 512x512 3 Aortic enlargements, 7 Calcifications, 1 ILD, 2 Lung Opacitys, 4 Nodule/Masss, 14 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (2.339s)\r\n",
      "image 413/3000 /kaggle/working/../input/vinbigdata/test/271a21b7999e4bf82fb94c8ed51c9e45.png: 512x512 1 Cardiomegaly, 5 Pleural thickenings, Done. (2.336s)\r\n",
      "image 414/3000 /kaggle/working/../input/vinbigdata/test/2744fe0f36f0523d926dd8bcca9fb826.png: 512x512 2 Consolidations, 3 Infiltrations, 5 Lung Opacitys, 4 Nodule/Masss, 2 Other lesions, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (2.470s)\r\n",
      "image 415/3000 /kaggle/working/../input/vinbigdata/test/275f8dac86e5b584cf8382e195f3be75.png: 512x512 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 2 Pleural effusions, 6 Pleural thickenings, Done. (1.713s)\r\n",
      "image 416/3000 /kaggle/working/../input/vinbigdata/test/2764d6e99a99ac47b4a534511fad4db4.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 Consolidations, 8 ILDs, 4 Infiltrations, 5 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 3 Pleural effusions, 5 Pulmonary fibrosiss, Done. (1.733s)\r\n",
      "image 417/3000 /kaggle/working/../input/vinbigdata/test/27660605ca5cdffc3a99e9f2f167b1ff.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.651s)\r\n",
      "image 418/3000 /kaggle/working/../input/vinbigdata/test/2790d36fa3cd4d3fa05229d1c693d499.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Lung Opacity, 2 Pleural effusions, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.857s)\r\n",
      "image 419/3000 /kaggle/working/../input/vinbigdata/test/279ec29b29dbdf10c6311439ffaa6e03.png: 512x512 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 9 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.873s)\r\n",
      "image 420/3000 /kaggle/working/../input/vinbigdata/test/27a6da23941b4f586a6812b2d26e61dd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 3 Pleural thickenings, Done. (1.796s)\r\n",
      "image 421/3000 /kaggle/working/../input/vinbigdata/test/27ab751530d2e92cd18dd82d47ac22d8.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.883s)\r\n",
      "image 422/3000 /kaggle/working/../input/vinbigdata/test/27c40d7cad10950490cdc81752b328d7.png: 512x512 1 Calcification, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.751s)\r\n",
      "image 423/3000 /kaggle/working/../input/vinbigdata/test/27d34a0e721626ef60aeb17cb39e8196.png: 512x512 2 Aortic enlargements, 2 Atelectasiss, 1 Calcification, 2 Cardiomegalys, 5 Consolidations, 6 ILDs, 6 Infiltrations, 13 Lung Opacitys, 4 Nodule/Masss, 57 Other lesions, 7 Pleural effusions, 9 Pleural thickenings, 3 Pneumothoraxs, 6 Pulmonary fibrosiss, Done. (1.695s)\r\n",
      "image 424/3000 /kaggle/working/../input/vinbigdata/test/27dd187f50de71108de3de2bfa52698c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.728s)\r\n",
      "image 425/3000 /kaggle/working/../input/vinbigdata/test/27f070654756a43ea9ebb71802e8bb2c.png: 512x512 1 Nodule/Mass, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.637s)\r\n",
      "image 426/3000 /kaggle/working/../input/vinbigdata/test/281079184d33bc81f9f6ced4771ae746.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 3 Other lesions, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.769s)\r\n",
      "image 427/3000 /kaggle/working/../input/vinbigdata/test/28119d05971cf37e7709c53a5e45c3a8.png: 512x512 7 Pleural thickenings, Done. (1.875s)\r\n",
      "image 428/3000 /kaggle/working/../input/vinbigdata/test/281b0e152c84843e22eba8f121592cea.png: 512x512 1 Nodule/Mass, 1 Other lesion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.954s)\r\n",
      "image 429/3000 /kaggle/working/../input/vinbigdata/test/28290df9749ce386affc87de6b7c3a49.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Nodule/Mass, 2 Other lesions, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.700s)\r\n",
      "image 430/3000 /kaggle/working/../input/vinbigdata/test/2829ec7e67ae926ce846f71c05b08440.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.832s)\r\n",
      "image 431/3000 /kaggle/working/../input/vinbigdata/test/282dc34d270eccc44a61901afbd4791d.png: 512x512 1 ILD, 2 Infiltrations, 1 Lung Opacity, 1 Nodule/Mass, Done. (1.865s)\r\n",
      "image 432/3000 /kaggle/working/../input/vinbigdata/test/28381c8323917ac88d571e1213a2d382.png: 512x512 Done. (2.391s)\r\n",
      "image 433/3000 /kaggle/working/../input/vinbigdata/test/285becd123b1dd66f5ce5e51bce073a4.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Calcification, 2 Consolidations, 1 Infiltration, 3 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 3 Pleural effusions, 2 Pleural thickenings, 1 Pneumothorax, 2 Pulmonary fibrosiss, Done. (1.693s)\r\n",
      "image 434/3000 /kaggle/working/../input/vinbigdata/test/287422bed1d9d153387361889619abed.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, Done. (1.838s)\r\n",
      "image 435/3000 /kaggle/working/../input/vinbigdata/test/28d11d6696649471d0af4e67f7126299.png: 512x512 2 Aortic enlargements, 3 Calcifications, 1 Infiltration, 1 Lung Opacity, 4 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.950s)\r\n",
      "image 436/3000 /kaggle/working/../input/vinbigdata/test/28da626e8fb2241c3799343618b7b509.png: 512x512 3 Infiltrations, 3 Lung Opacitys, 5 Nodule/Masss, 3 Other lesions, 10 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.802s)\r\n",
      "image 437/3000 /kaggle/working/../input/vinbigdata/test/28e90b2f52b47a0b0398cd6e47abaa0b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Nodule/Mass, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.710s)\r\n",
      "image 438/3000 /kaggle/working/../input/vinbigdata/test/28f7374deb70d29031f3c87afa518c68.png: 512x512 3 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 1 ILD, 3 Lung Opacitys, 7 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.787s)\r\n",
      "image 439/3000 /kaggle/working/../input/vinbigdata/test/2905c37bac1498f5d07b55ecd83bca43.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 1 ILD, 1 Lung Opacity, 2 Other lesions, 1 Pleural thickening, Done. (1.667s)\r\n",
      "image 440/3000 /kaggle/working/../input/vinbigdata/test/2936cdce12dc87bb180caac13060ac5f.png: 512x512 4 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 ILD, 2 Nodule/Masss, 2 Other lesions, Done. (1.808s)\r\n",
      "image 441/3000 /kaggle/working/../input/vinbigdata/test/293c5203bc1aa6aed90bed875b06dda8.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, Done. (1.997s)\r\n",
      "image 442/3000 /kaggle/working/../input/vinbigdata/test/293df7b3db7c3d58656e9169abffce81.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Consolidations, 2 ILDs, 4 Infiltrations, 4 Lung Opacitys, 5 Nodule/Masss, 2 Other lesions, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.795s)\r\n",
      "image 443/3000 /kaggle/working/../input/vinbigdata/test/294caa9ce5e9775c2ef2e3a256927584.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 2 Pleural effusions, 3 Pleural thickenings, Done. (1.892s)\r\n",
      "image 444/3000 /kaggle/working/../input/vinbigdata/test/2974f5f19670bae016a24ad38bf9106e.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.938s)\r\n",
      "image 445/3000 /kaggle/working/../input/vinbigdata/test/2979cd224774fef9c95a43c4f1e8e721.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.921s)\r\n",
      "image 446/3000 /kaggle/working/../input/vinbigdata/test/2988971976e06066ddc6934ec6f29aa3.png: 512x512 1 Aortic enlargement, 1 Calcification, 3 ILDs, 2 Infiltrations, 3 Lung Opacitys, 7 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (2.004s)\r\n",
      "image 447/3000 /kaggle/working/../input/vinbigdata/test/298ba40fdf4ed6ad85ffd10748e805df.png: 512x512 1 Pleural effusion, 3 Pleural thickenings, Done. (1.848s)\r\n",
      "image 448/3000 /kaggle/working/../input/vinbigdata/test/299a26bc4cc1680b6d22047a5a7aca2a.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (2.058s)\r\n",
      "image 449/3000 /kaggle/working/../input/vinbigdata/test/29a257cdeae837a1a080c969b40150a3.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 8 ILDs, 5 Infiltrations, 5 Lung Opacitys, 2 Nodule/Masss, 9 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (2.475s)\r\n",
      "image 450/3000 /kaggle/working/../input/vinbigdata/test/29b9c96e5b2af75325cad69a8ddab7c7.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Cardiomegaly, 4 Consolidations, 3 Infiltrations, 6 Lung Opacitys, 3 Nodule/Masss, 6 Pleural effusions, 11 Pleural thickenings, 1 Pneumothorax, 2 Pulmonary fibrosiss, Done. (2.529s)\r\n",
      "image 451/3000 /kaggle/working/../input/vinbigdata/test/29c02ba2cb51e8cedbe8165049d37fa5.png: 512x512 1 Aortic enlargement, 1 Consolidation, 2 Infiltrations, 3 Lung Opacitys, 4 Other lesions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (2.047s)\r\n",
      "image 452/3000 /kaggle/working/../input/vinbigdata/test/29d1fbd56a7ba8971054fa9d370e87da.png: 512x512 1 Aortic enlargement, 2 ILDs, 2 Pleural thickenings, Done. (1.926s)\r\n",
      "image 453/3000 /kaggle/working/../input/vinbigdata/test/29d5ed367182f9edefd323fc97f0edd6.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 4 Pleural thickenings, Done. (1.703s)\r\n",
      "image 454/3000 /kaggle/working/../input/vinbigdata/test/29fc11e345d3a084f33fda5c43686076.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.662s)\r\n",
      "image 455/3000 /kaggle/working/../input/vinbigdata/test/2a0554b42dbf31adb9cd5b4d0b865b84.png: 512x512 2 Pleural thickenings, Done. (1.818s)\r\n",
      "image 456/3000 /kaggle/working/../input/vinbigdata/test/2a1bf9e93ae38f5c230e5deed9db4182.png: 512x512 1 ILD, 2 Pleural effusions, 9 Pleural thickenings, Done. (1.731s)\r\n",
      "image 457/3000 /kaggle/working/../input/vinbigdata/test/2a3e22dea097a54f357d2634ca9837a1.png: 512x512 1 Cardiomegaly, 2 Other lesions, 4 Pleural thickenings, Done. (1.757s)\r\n",
      "image 458/3000 /kaggle/working/../input/vinbigdata/test/2a48953e401d5a9375966491758310a0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.948s)\r\n",
      "image 459/3000 /kaggle/working/../input/vinbigdata/test/2a59884092b4774790654f357628cd77.png: 512x512 2 Cardiomegalys, 1 Consolidation, 2 ILDs, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 6 Other lesions, 1 Pleural effusion, 1 Pleural thickening, Done. (1.813s)\r\n",
      "image 460/3000 /kaggle/working/../input/vinbigdata/test/2a7079dd9e08df7d5ec7db974003d97a.png: 512x512 3 Aortic enlargements, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.690s)\r\n",
      "image 461/3000 /kaggle/working/../input/vinbigdata/test/2a7272f9551b1b6248aba470735154aa.png: 512x512 2 Aortic enlargements, 2 Consolidations, 5 ILDs, 3 Infiltrations, 3 Lung Opacitys, 6 Nodule/Masss, 3 Other lesions, 1 Pleural thickening, 4 Pulmonary fibrosiss, Done. (1.894s)\r\n",
      "image 462/3000 /kaggle/working/../input/vinbigdata/test/2a7a59327e473f50b0fa174fe0ba6d30.png: 512x512 1 Aortic enlargement, 2 Pleural effusions, 10 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.646s)\r\n",
      "image 463/3000 /kaggle/working/../input/vinbigdata/test/2a80feb480fa5f90a50fdd5e2e89833c.png: 512x512 3 ILDs, 4 Pleural thickenings, Done. (1.617s)\r\n",
      "image 464/3000 /kaggle/working/../input/vinbigdata/test/2a974dff02147c8c34b2e5f9f90c312f.png: 512x512 1 Nodule/Mass, 1 Pleural effusion, 1 Pleural thickening, Done. (1.888s)\r\n",
      "image 465/3000 /kaggle/working/../input/vinbigdata/test/2aa1314e73226a5551d4e27f4925c967.png: 512x512 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 3 ILDs, 4 Infiltrations, 5 Lung Opacitys, 5 Nodule/Masss, 4 Other lesions, 4 Pleural effusions, 6 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.985s)\r\n",
      "image 466/3000 /kaggle/working/../input/vinbigdata/test/2aa621807bfa78b2fc36c1ca34962f1c.png: 512x512 5 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 2 Nodule/Masss, 6 Other lesions, Done. (1.823s)\r\n",
      "image 467/3000 /kaggle/working/../input/vinbigdata/test/2ab2b7040d46ac3babebb3eca1d92b0f.png: 512x512 1 Pleural effusion, 3 Pleural thickenings, Done. (1.947s)\r\n",
      "image 468/3000 /kaggle/working/../input/vinbigdata/test/2af8fdf7c60bd75e480f5d992841a301.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 2 Other lesions, 3 Pleural thickenings, Done. (1.827s)\r\n",
      "image 469/3000 /kaggle/working/../input/vinbigdata/test/2b004c4cb35e703a7b28d5f3d80ac310.png: 512x512 1 Aortic enlargement, 3 Calcifications, 1 ILD, 2 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 5 Pleural thickenings, Done. (1.777s)\r\n",
      "image 470/3000 /kaggle/working/../input/vinbigdata/test/2b096376f5a0f62d10847e5d6f540a41.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.818s)\r\n",
      "image 471/3000 /kaggle/working/../input/vinbigdata/test/2b2810284313c5547241b38668f67b2c.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 4 ILDs, 1 Infiltration, 1 Nodule/Mass, 3 Other lesions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.715s)\r\n",
      "image 472/3000 /kaggle/working/../input/vinbigdata/test/2b363efe261baca45b7b1033e1a6b7f1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 4 Lung Opacitys, 7 Pleural effusions, 9 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.637s)\r\n",
      "image 473/3000 /kaggle/working/../input/vinbigdata/test/2b526a754c5cae80c2c45bc85ce95bb6.png: 512x512 1 Nodule/Mass, 1 Pleural effusion, 1 Pleural thickening, Done. (1.776s)\r\n",
      "image 474/3000 /kaggle/working/../input/vinbigdata/test/2b7ee30a6af65e9d2915764004122b36.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pulmonary fibrosis, Done. (1.781s)\r\n",
      "image 475/3000 /kaggle/working/../input/vinbigdata/test/2ba3fde405e8f849abba2c8e87857626.png: 512x512 2 Aortic enlargements, 2 Atelectasiss, 1 Calcification, 2 Cardiomegalys, 4 Consolidations, 6 ILDs, 5 Infiltrations, 11 Lung Opacitys, 6 Nodule/Masss, 14 Other lesions, 12 Pleural effusions, 9 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.750s)\r\n",
      "image 476/3000 /kaggle/working/../input/vinbigdata/test/2ba6db6ed664e2aacd6e274edb609ec1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.850s)\r\n",
      "image 477/3000 /kaggle/working/../input/vinbigdata/test/2bc8d5ac6ce8651f95b07a2753dcb04b.png: 512x512 1 Pleural effusion, 8 Pleural thickenings, Done. (1.782s)\r\n",
      "image 478/3000 /kaggle/working/../input/vinbigdata/test/2bcbfb940309bc9a3d7cce3378cc877c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.646s)\r\n",
      "image 479/3000 /kaggle/working/../input/vinbigdata/test/2bcf36484564a6ba7a1bda9c7ae96087.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.523s)\r\n",
      "image 480/3000 /kaggle/working/../input/vinbigdata/test/2c46afc6145ab7743ca9828389a4d892.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Nodule/Mass, 2 Pleural thickenings, Done. (1.547s)\r\n",
      "image 481/3000 /kaggle/working/../input/vinbigdata/test/2c779143ede5ab9248e40bd83d6b72bf.png: 512x512 1 Aortic enlargement, 2 ILDs, 1 Infiltration, 8 Pleural thickenings, Done. (1.586s)\r\n",
      "image 482/3000 /kaggle/working/../input/vinbigdata/test/2c833f17b079546235157db9e70304ef.png: 512x512 1 Cardiomegaly, 1 Other lesion, 2 Pleural effusions, 10 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.517s)\r\n",
      "image 483/3000 /kaggle/working/../input/vinbigdata/test/2cad63ccbc654b82534ba31070301835.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, 3 Pulmonary fibrosiss, Done. (2.155s)\r\n",
      "image 484/3000 /kaggle/working/../input/vinbigdata/test/2cbbb0c958dbc2f4d15171d1fc11ba2a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, Done. (2.044s)\r\n",
      "image 485/3000 /kaggle/working/../input/vinbigdata/test/2ce93e10c745a4e18901ae37073bc29e.png: 512x512 5 Pleural thickenings, Done. (1.782s)\r\n",
      "image 486/3000 /kaggle/working/../input/vinbigdata/test/2ce9d73f2f2b9809f54f5ced22abb25e.png: 512x512 1 Aortic enlargement, 1 ILD, 2 Infiltrations, 2 Lung Opacitys, 3 Other lesions, 1 Pleural effusion, 11 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.738s)\r\n",
      "image 487/3000 /kaggle/working/../input/vinbigdata/test/2d106d30e4ddce3aca77d00715c8a655.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 2 Other lesions, 3 Pleural thickenings, Done. (1.836s)\r\n",
      "image 488/3000 /kaggle/working/../input/vinbigdata/test/2d2bf2587e5341d8e4ae9c24150efdd9.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 4 ILDs, 1 Infiltration, 2 Lung Opacitys, 3 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.806s)\r\n",
      "image 489/3000 /kaggle/working/../input/vinbigdata/test/2d4a0f76c837262f10a610d8b9c69e5f.png: 512x512 1 Pleural effusion, 1 Pleural thickening, Done. (1.749s)\r\n",
      "image 490/3000 /kaggle/working/../input/vinbigdata/test/2d746a6e9c35faa63f915f17405a7620.png: 512x512 5 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 2 ILDs, 1 Lung Opacity, 11 Other lesions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.831s)\r\n",
      "image 491/3000 /kaggle/working/../input/vinbigdata/test/2d94fa68576a921838bdfec98d9a3767.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.813s)\r\n",
      "image 492/3000 /kaggle/working/../input/vinbigdata/test/2da8f014c4422d4cd59c05ff4518ae1b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, Done. (1.756s)\r\n",
      "image 493/3000 /kaggle/working/../input/vinbigdata/test/2df0a695053bb26243095e62b3c2cf2c.png: 512x512 1 Cardiomegaly, 2 Pleural thickenings, Done. (2.008s)\r\n",
      "image 494/3000 /kaggle/working/../input/vinbigdata/test/2df2669e9b045feb28e5bf4b585f8d2c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 4 Pleural thickenings, Done. (2.036s)\r\n",
      "image 495/3000 /kaggle/working/../input/vinbigdata/test/2e2f4e832dc3bd12ddd8d405cbf7fdf5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.933s)\r\n",
      "image 496/3000 /kaggle/working/../input/vinbigdata/test/2e585169bb0b0f7f6e4875b517f87259.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 2 Consolidations, 1 ILD, 4 Infiltrations, 6 Lung Opacitys, 5 Nodule/Masss, 6 Other lesions, 6 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.648s)\r\n",
      "image 497/3000 /kaggle/working/../input/vinbigdata/test/2e65079841bd4b68a51facf322a72cb2.png: 512x512 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.738s)\r\n",
      "image 498/3000 /kaggle/working/../input/vinbigdata/test/2e7031642f0d951eda8e991c77c611c2.png: 512x512 3 Pleural thickenings, Done. (1.754s)\r\n",
      "image 499/3000 /kaggle/working/../input/vinbigdata/test/2e72c2566be0f82a09336a05d58499af.png: 512x512 1 Pleural effusion, 3 Pleural thickenings, Done. (1.936s)\r\n",
      "image 500/3000 /kaggle/working/../input/vinbigdata/test/2e73e92e0c1d60ebb2d9a342dd73c277.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (2.565s)\r\n",
      "image 501/3000 /kaggle/working/../input/vinbigdata/test/2eae70b57d68947a20d6d0cc8f9f2e58.png: 512x512 1 Aortic enlargement, 6 ILDs, 3 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 3 Pleural effusions, 8 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.717s)\r\n",
      "image 502/3000 /kaggle/working/../input/vinbigdata/test/2ed178b03fe6156fa3f4985d16620094.png: 512x512 1 Aortic enlargement, 4 ILDs, 1 Other lesion, 4 Pleural thickenings, Done. (1.626s)\r\n",
      "image 503/3000 /kaggle/working/../input/vinbigdata/test/2edfac59a792f8bf27a0d5beead24c27.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.652s)\r\n",
      "image 504/3000 /kaggle/working/../input/vinbigdata/test/2f2f368d580b179c65b6ad42f4d529f8.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Nodule/Masss, 3 Other lesions, 5 Pleural thickenings, Done. (1.702s)\r\n",
      "image 505/3000 /kaggle/working/../input/vinbigdata/test/2f3821fa3729d0814a5dc4890261fa51.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 Nodule/Masss, 4 Pleural thickenings, Done. (1.677s)\r\n",
      "image 506/3000 /kaggle/working/../input/vinbigdata/test/2f49fa57375e32c9d69f8205bd5b0a96.png: 512x512 1 Aortic enlargement, 2 Calcifications, 3 ILDs, 2 Nodule/Masss, 2 Other lesions, 1 Pulmonary fibrosis, Done. (1.866s)\r\n",
      "image 507/3000 /kaggle/working/../input/vinbigdata/test/2f629036ede0886b8a4eef89f6526fc6.png: 512x512 1 Calcification, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, Done. (1.817s)\r\n",
      "image 508/3000 /kaggle/working/../input/vinbigdata/test/2f775125346cd62232d8e835794941c0.png: 512x512 3 Calcifications, 1 Infiltration, 5 Lung Opacitys, 3 Nodule/Masss, 7 Other lesions, 17 Pleural thickenings, 20 Pulmonary fibrosiss, Done. (1.830s)\r\n",
      "image 509/3000 /kaggle/working/../input/vinbigdata/test/2f8f4f988fd84809caf191477ebc05db.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 3 ILDs, 1 Lung Opacity, 1 Pleural effusion, 1 Pleural thickening, Done. (1.930s)\r\n",
      "image 510/3000 /kaggle/working/../input/vinbigdata/test/2f977e3238400bf52f146ed0eb3a57c1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.795s)\r\n",
      "image 511/3000 /kaggle/working/../input/vinbigdata/test/2fb8c4094b8bd6943407a071dfe6c73d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 5 Pleural effusions, 6 Pleural thickenings, Done. (1.802s)\r\n",
      "image 512/3000 /kaggle/working/../input/vinbigdata/test/2fcfb42d501dd9e3ca9fb94b532cf4de.png: 512x512 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, Done. (2.129s)\r\n",
      "image 513/3000 /kaggle/working/../input/vinbigdata/test/2fdc77728d36fdc8506d65520d2aa0d3.png: 512x512 3 Cardiomegalys, 1 Nodule/Mass, 5 Other lesions, 1 Pleural thickening, Done. (1.880s)\r\n",
      "image 514/3000 /kaggle/working/../input/vinbigdata/test/2ff406f25425c2066fb57e7e534d1c90.png: 512x512 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 2 Pleural effusions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.738s)\r\n",
      "image 515/3000 /kaggle/working/../input/vinbigdata/test/2ff4d2a98e787e19d3b853df59493732.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Nodule/Mass, 5 Other lesions, 1 Pleural thickening, Done. (1.740s)\r\n",
      "image 516/3000 /kaggle/working/../input/vinbigdata/test/3019aec706bd013e1e3348564fbfd086.png: 512x512 1 Aortic enlargement, 3 Atelectasiss, 4 Calcifications, 2 Consolidations, 3 Infiltrations, 5 Lung Opacitys, 18 Nodule/Masss, 7 Other lesions, 3 Pleural effusions, 9 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.917s)\r\n",
      "image 517/3000 /kaggle/working/../input/vinbigdata/test/3020abca19e8fa4bba62fe583f07050d.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 7 ILDs, 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 8 Pleural thickenings, 20 Pulmonary fibrosiss, Done. (2.470s)\r\n",
      "image 518/3000 /kaggle/working/../input/vinbigdata/test/3037b4ac894bd448153d3da7b700f79f.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 4 Lung Opacitys, 4 Other lesions, 2 Pleural effusions, 10 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (2.247s)\r\n",
      "image 519/3000 /kaggle/working/../input/vinbigdata/test/30475d6d6e3d67d52fc9a1f568eb81e5.png: 512x512 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, Done. (2.076s)\r\n",
      "image 520/3000 /kaggle/working/../input/vinbigdata/test/3075716fb54707f068e0ecd8d687f799.png: 512x512 1 Aortic enlargement, 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (2.104s)\r\n",
      "image 521/3000 /kaggle/working/../input/vinbigdata/test/3075e85dda12262bc9e34a5bd518d226.png: 512x512 3 Pleural thickenings, Done. (2.054s)\r\n",
      "image 522/3000 /kaggle/working/../input/vinbigdata/test/3075ea62bfa39a295cbf419b9248401b.png: 512x512 9 Aortic enlargements, 2 Calcifications, 3 Cardiomegalys, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 4 Nodule/Masss, 8 Other lesions, 1 Pulmonary fibrosis, Done. (2.398s)\r\n",
      "image 523/3000 /kaggle/working/../input/vinbigdata/test/3097b40e5fe9ed1c66ef81dd98ecefec.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (2.267s)\r\n",
      "image 524/3000 /kaggle/working/../input/vinbigdata/test/309ea022e7179851582a662b97ca9ce4.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Cardiomegalys, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (2.045s)\r\n",
      "image 525/3000 /kaggle/working/../input/vinbigdata/test/30e41da3ce3686e6e105c8358aed4445.png: 512x512 1 Aortic enlargement, 1 ILD, 7 Pleural thickenings, Done. (1.957s)\r\n",
      "image 526/3000 /kaggle/working/../input/vinbigdata/test/31043d30ee29726c185d655800f025ec.png: 512x512 Done. (1.953s)\r\n",
      "image 527/3000 /kaggle/working/../input/vinbigdata/test/31109259018ccc4aefbc2083a608f032.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 3 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 3 Pleural thickenings, 15 Pulmonary fibrosiss, Done. (1.869s)\r\n",
      "image 528/3000 /kaggle/working/../input/vinbigdata/test/311301e3ac19b4b8eda85672e625b2e8.png: 512x512 1 Other lesion, 3 Pleural thickenings, Done. (1.712s)\r\n",
      "image 529/3000 /kaggle/working/../input/vinbigdata/test/31446c7e7cae2f7aac75a2a922643474.png: 512x512 2 Aortic enlargements, 2 Pleural thickenings, Done. (1.844s)\r\n",
      "image 530/3000 /kaggle/working/../input/vinbigdata/test/3185bd3972ec4bc6029fbfe00af919f0.png: 512x512 6 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, Done. (1.709s)\r\n",
      "image 531/3000 /kaggle/working/../input/vinbigdata/test/3198b14b43ec49fdb55d5fe3b03a56f3.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 2 Calcifications, 3 Consolidations, 5 Infiltrations, 6 Lung Opacitys, 4 Nodule/Masss, 5 Other lesions, 3 Pleural effusions, 23 Pleural thickenings, 5 Pneumothoraxs, 20 Pulmonary fibrosiss, Done. (1.981s)\r\n",
      "image 532/3000 /kaggle/working/../input/vinbigdata/test/31b4de538dd6272b05e295142c5ccc2a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 3 Other lesions, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (2.395s)\r\n",
      "image 533/3000 /kaggle/working/../input/vinbigdata/test/31ccf1b8a9992b055d0d26043eea3c30.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 ILD, 1 Infiltration, 2 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (2.352s)\r\n",
      "image 534/3000 /kaggle/working/../input/vinbigdata/test/3210943635d98be46b4864dc5fae5079.png: 512x512 1 Aortic enlargement, 1 Other lesion, 7 Pleural thickenings, Done. (2.003s)\r\n",
      "image 535/3000 /kaggle/working/../input/vinbigdata/test/3215a7d4dc49d93b54635b85df536b8f.png: 512x512 1 Calcification, 1 Nodule/Mass, 2 Pleural thickenings, Done. (1.665s)\r\n",
      "image 536/3000 /kaggle/working/../input/vinbigdata/test/3243c41d5e3fb5e6b0ea0f3092adaca5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.758s)\r\n",
      "image 537/3000 /kaggle/working/../input/vinbigdata/test/325fa15bdeaf8dfe6cf63a82fad30228.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 11 ILDs, 4 Infiltrations, 6 Lung Opacitys, 2 Nodule/Masss, 8 Other lesions, 4 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.814s)\r\n",
      "image 538/3000 /kaggle/working/../input/vinbigdata/test/3274df5c70fba85244fd07f57dd95e3e.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 3 Other lesions, Done. (1.707s)\r\n",
      "image 539/3000 /kaggle/working/../input/vinbigdata/test/32761b596170dacbce163df97a5d935b.png: 512x512 1 Calcification, 1 Lung Opacity, 2 Nodule/Masss, 2 Other lesions, 2 Pleural effusions, 8 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.779s)\r\n",
      "image 540/3000 /kaggle/working/../input/vinbigdata/test/327f8c6c13ad1a6efefd78409c9f2191.png: 512x512 1 Aortic enlargement, 1 ILD, 2 Pleural effusions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (2.023s)\r\n",
      "image 541/3000 /kaggle/working/../input/vinbigdata/test/3297d4a571f2259e8699427999a79121.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.665s)\r\n",
      "image 542/3000 /kaggle/working/../input/vinbigdata/test/32b33ed354f4f86cec0a90e53f584d58.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 ILDs, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.703s)\r\n",
      "image 543/3000 /kaggle/working/../input/vinbigdata/test/32ce0ed98d68f9ed492aa9cdbe8a11fe.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 2 ILDs, 5 Infiltrations, 12 Lung Opacitys, 14 Other lesions, 5 Pleural effusions, 9 Pleural thickenings, 21 Pulmonary fibrosiss, Done. (2.130s)\r\n",
      "image 544/3000 /kaggle/working/../input/vinbigdata/test/32d6ac0696adc1f9c50d689a97925cf2.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.853s)\r\n",
      "image 545/3000 /kaggle/working/../input/vinbigdata/test/32f4fc5f09a10e5dd9bbdf35d7656fb6.png: 512x512 1 Cardiomegaly, 1 Nodule/Mass, 2 Pleural thickenings, Done. (2.105s)\r\n",
      "image 546/3000 /kaggle/working/../input/vinbigdata/test/32f991e64870da55f30028f559545973.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 4 ILDs, 1 Infiltration, 5 Lung Opacitys, 3 Other lesions, 8 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (2.955s)\r\n",
      "image 547/3000 /kaggle/working/../input/vinbigdata/test/330c8fe642a041f281f7e7cad8ac2f7c.png: 512x512 2 Aortic enlargements, 1 Infiltration, 4 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 3 Pleural effusions, 9 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (2.166s)\r\n",
      "image 548/3000 /kaggle/working/../input/vinbigdata/test/3313b32f4a3d416440ef4509591ecc68.png: 512x512 1 Nodule/Mass, 3 Pleural thickenings, Done. (1.805s)\r\n",
      "image 549/3000 /kaggle/working/../input/vinbigdata/test/331d6f73321a73102327f7cff11ec842.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Other lesion, Done. (2.330s)\r\n",
      "image 550/3000 /kaggle/working/../input/vinbigdata/test/331dd7060c9d960473535fdd82355bb0.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 ILD, 3 Other lesions, 3 Pleural thickenings, Done. (2.119s)\r\n",
      "image 551/3000 /kaggle/working/../input/vinbigdata/test/33218cf183c1224a74ccfb514e827e15.png: 512x512 1 Cardiomegaly, 3 Consolidations, 2 ILDs, 6 Infiltrations, 6 Lung Opacitys, 7 Nodule/Masss, 6 Other lesions, 9 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.932s)\r\n",
      "image 552/3000 /kaggle/working/../input/vinbigdata/test/333feefeb39e5d2df1e5de640c82a9a4.png: 512x512 1 Calcification, 3 ILDs, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.820s)\r\n",
      "image 553/3000 /kaggle/working/../input/vinbigdata/test/33475eb6c08efe5e59c243813d3df10e.png: 512x512 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.747s)\r\n",
      "image 554/3000 /kaggle/working/../input/vinbigdata/test/33710a9edd291057f356433bcb50a632.png: 512x512 2 ILDs, 1 Other lesion, Done. (1.689s)\r\n",
      "image 555/3000 /kaggle/working/../input/vinbigdata/test/33a621bb6474d8000c932ce489c4f734.png: 512x512 1 Cardiomegaly, 1 Other lesion, 6 Pleural thickenings, Done. (1.801s)\r\n",
      "image 556/3000 /kaggle/working/../input/vinbigdata/test/33c4b9d23a829868e1418362e4d94500.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 4 Calcifications, 1 Consolidation, 1 ILD, 2 Infiltrations, 2 Lung Opacitys, 6 Nodule/Masss, 11 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.712s)\r\n",
      "image 557/3000 /kaggle/working/../input/vinbigdata/test/33d6c3efe631dbef8424df136efa9412.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Infiltrations, 5 Lung Opacitys, 1 Other lesion, 10 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.641s)\r\n",
      "image 558/3000 /kaggle/working/../input/vinbigdata/test/33e9093de7567d13466efefda65aa682.png: 512x512 1 Cardiomegaly, 1 ILD, 3 Infiltrations, 4 Lung Opacitys, 4 Nodule/Masss, 1 Other lesion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.685s)\r\n",
      "image 559/3000 /kaggle/working/../input/vinbigdata/test/33ea04bbc65df11ddd004fbabc94b193.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.845s)\r\n",
      "image 560/3000 /kaggle/working/../input/vinbigdata/test/33ef8fbf5f60047d375274a0a612119e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 5 Pleural thickenings, Done. (1.754s)\r\n",
      "image 561/3000 /kaggle/working/../input/vinbigdata/test/33fb234fc2ad20c92d1a556d7c3eb916.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 2 Consolidations, 1 Infiltration, 2 Lung Opacitys, 2 Other lesions, 3 Pleural effusions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.709s)\r\n",
      "image 562/3000 /kaggle/working/../input/vinbigdata/test/3401e0a653e4b1489ce0d770c0f3748b.png: 512x512 Done. (1.913s)\r\n",
      "image 563/3000 /kaggle/working/../input/vinbigdata/test/341f942a70c16113f7b1c93c9ca9afb1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, Done. (1.842s)\r\n",
      "image 564/3000 /kaggle/working/../input/vinbigdata/test/342ac977b5591f53b37f9fcce27bfa2c.png: 512x512 4 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 9 ILDs, 3 Infiltrations, 3 Lung Opacitys, 3 Nodule/Masss, 6 Other lesions, 2 Pleural effusions, 2 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.660s)\r\n",
      "image 565/3000 /kaggle/working/../input/vinbigdata/test/342f1081f906354b4cca70450b27d32a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.405s)\r\n",
      "image 566/3000 /kaggle/working/../input/vinbigdata/test/3457c18599e510d039aa44c4c3d56e3c.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Consolidation, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, Done. (1.957s)\r\n",
      "image 567/3000 /kaggle/working/../input/vinbigdata/test/35140570aec20f94b22429d00dc142e9.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 4 Nodule/Masss, 2 Other lesions, 5 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.395s)\r\n",
      "image 568/3000 /kaggle/working/../input/vinbigdata/test/352ec28500e57fa5c87183f1eb83ffa0.png: 512x512 1 Cardiomegaly, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.463s)\r\n",
      "image 569/3000 /kaggle/working/../input/vinbigdata/test/3533a82817c5bba65a24f2799679fb50.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.385s)\r\n",
      "image 570/3000 /kaggle/working/../input/vinbigdata/test/35360687c230a5851d43ee95597d7b71.png: 512x512 1 Aortic enlargement, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.384s)\r\n",
      "image 571/3000 /kaggle/working/../input/vinbigdata/test/353d7e4d7a4434ce27c7de1cd151423b.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 3 Infiltrations, 4 Lung Opacitys, 4 Other lesions, 2 Pleural effusions, 6 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.396s)\r\n",
      "image 572/3000 /kaggle/working/../input/vinbigdata/test/3540f15d1d45917683cfc818416099ab.png: 512x512 4 Aortic enlargements, 4 Calcifications, 2 Cardiomegalys, 1 Nodule/Mass, 7 Other lesions, Done. (1.389s)\r\n",
      "image 573/3000 /kaggle/working/../input/vinbigdata/test/35a7775073c28080ee57ce23585cf17b.png: 512x512 1 Aortic enlargement, 1 Infiltration, 2 Lung Opacitys, 1 Pleural effusion, 9 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.383s)\r\n",
      "image 574/3000 /kaggle/working/../input/vinbigdata/test/35d9d826e89a38a66484430f6ebf85c9.png: 512x512 1 Pleural thickening, Done. (1.389s)\r\n",
      "image 575/3000 /kaggle/working/../input/vinbigdata/test/3600f42e5ab24a48e561618b5ecc125e.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 4 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.391s)\r\n",
      "image 576/3000 /kaggle/working/../input/vinbigdata/test/360d0940a6a47185b8fea2eccf1d639f.png: 512x512 1 Atelectasis, 3 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.448s)\r\n",
      "image 577/3000 /kaggle/working/../input/vinbigdata/test/360dbf51ef9e2c43f06cf3a853dffa3c.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.384s)\r\n",
      "image 578/3000 /kaggle/working/../input/vinbigdata/test/3658d0751f708f6676dce25b328dccca.png: 512x512 3 Pleural effusions, 10 Pleural thickenings, Done. (1.400s)\r\n",
      "image 579/3000 /kaggle/working/../input/vinbigdata/test/366fb4e84d6940ea74267b32edbd1311.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.534s)\r\n",
      "image 580/3000 /kaggle/working/../input/vinbigdata/test/367d407eeafceb8dd55ee11f7e52b3d7.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 7 Calcifications, 5 ILDs, 3 Infiltrations, 6 Lung Opacitys, 5 Nodule/Masss, 7 Other lesions, 6 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.396s)\r\n",
      "image 581/3000 /kaggle/working/../input/vinbigdata/test/3685798c0a54f17473262707013b594f.png: 512x512 5 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 3 Other lesions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.394s)\r\n",
      "image 582/3000 /kaggle/working/../input/vinbigdata/test/3689f084f7fa4d0f6336cca39a224f22.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Pleural effusion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.402s)\r\n",
      "image 583/3000 /kaggle/working/../input/vinbigdata/test/36a77e1a171a23bfd214fe07fc90ea2b.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.453s)\r\n",
      "image 584/3000 /kaggle/working/../input/vinbigdata/test/36aa7cdf317c33edc514ef43814d4c9b.png: 512x512 1 ILD, 2 Pleural effusions, 9 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.390s)\r\n",
      "image 585/3000 /kaggle/working/../input/vinbigdata/test/36aec3c16185942a4925ed5f272156b1.png: 512x512 1 Aortic enlargement, 5 Atelectasiss, 1 Cardiomegaly, 5 Consolidations, 2 ILDs, 5 Infiltrations, 12 Lung Opacitys, 3 Nodule/Masss, 9 Other lesions, 8 Pleural effusions, 12 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.390s)\r\n",
      "image 586/3000 /kaggle/working/../input/vinbigdata/test/36b6cdc7fa471226b319816a0935d9a3.png: 512x512 1 Cardiomegaly, 1 ILD, 4 Other lesions, Done. (1.399s)\r\n",
      "image 587/3000 /kaggle/working/../input/vinbigdata/test/36b6d2736b8b2ec5e60686e06a7199f8.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.384s)\r\n",
      "image 588/3000 /kaggle/working/../input/vinbigdata/test/36b6d5f8f49d605ee5f27fbd80b96d5a.png: 512x512 2 ILDs, 3 Pleural thickenings, Done. (1.795s)\r\n",
      "image 589/3000 /kaggle/working/../input/vinbigdata/test/36cb07063dd0f4f649e5f478d3ec2c72.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.395s)\r\n",
      "image 590/3000 /kaggle/working/../input/vinbigdata/test/36cd56c10616e2089c21010d73d0df3b.png: 512x512 1 Aortic enlargement, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.395s)\r\n",
      "image 591/3000 /kaggle/working/../input/vinbigdata/test/36eaf06f68d1f5eb34e2247a5ffabdb6.png: 512x512 1 Consolidation, 2 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.478s)\r\n",
      "image 592/3000 /kaggle/working/../input/vinbigdata/test/36fc763ac49338f190eeb00404783331.png: 512x512 3 Aortic enlargements, 2 Cardiomegalys, 2 Other lesions, Done. (1.384s)\r\n",
      "image 593/3000 /kaggle/working/../input/vinbigdata/test/36ffc780ab3e684e32802143790e5ee1.png: 512x512 1 Pleural effusion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.435s)\r\n",
      "image 594/3000 /kaggle/working/../input/vinbigdata/test/375230098adb78e73b6d162c9e30acd6.png: 512x512 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, Done. (1.421s)\r\n",
      "image 595/3000 /kaggle/working/../input/vinbigdata/test/378c5843d109c9f0bd82baa85b15dac8.png: 512x512 4 Other lesions, 1 Pleural thickening, Done. (1.416s)\r\n",
      "image 596/3000 /kaggle/working/../input/vinbigdata/test/379350d6cca599b6a09c5387c9160aad.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Consolidations, 5 ILDs, 10 Infiltrations, 11 Lung Opacitys, 20 Nodule/Masss, 11 Other lesions, 2 Pleural effusions, 8 Pleural thickenings, 20 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 597/3000 /kaggle/working/../input/vinbigdata/test/37bf1c43895b0e72e6e6c4de3040bfeb.png: 512x512 2 Aortic enlargements, 2 Atelectasiss, 1 Cardiomegaly, 4 ILDs, 2 Infiltrations, 4 Lung Opacitys, 3 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 598/3000 /kaggle/working/../input/vinbigdata/test/37c489f4e9b80a82bfec581082e14dd2.png: 512x512 1 Aortic enlargement, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.508s)\r\n",
      "image 599/3000 /kaggle/working/../input/vinbigdata/test/37e7deb1b1895f2d2648781e426a3460.png: 512x512 2 Aortic enlargements, 2 Atelectasiss, 1 Calcification, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 5 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.423s)\r\n",
      "image 600/3000 /kaggle/working/../input/vinbigdata/test/37f45b3477ae15855f96dbe3f1f7f9c0.png: 512x512 1 Cardiomegaly, 1 Lung Opacity, 6 Other lesions, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.538s)\r\n",
      "image 601/3000 /kaggle/working/../input/vinbigdata/test/3826548c8fedb944bee4f6eaa5c2090e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 4 Pleural thickenings, Done. (1.400s)\r\n",
      "image 602/3000 /kaggle/working/../input/vinbigdata/test/384ee8c20076c44adbe60bfe7e805869.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 1 ILD, 3 Other lesions, 4 Pleural effusions, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.401s)\r\n",
      "image 603/3000 /kaggle/working/../input/vinbigdata/test/3857dfdfba3a8a401121776389818b72.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.404s)\r\n",
      "image 604/3000 /kaggle/working/../input/vinbigdata/test/3873c2297c6f237f67defb7ef1243a3a.png: 512x512 1 Aortic enlargement, 4 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 3 Pleural thickenings, Done. (1.406s)\r\n",
      "image 605/3000 /kaggle/working/../input/vinbigdata/test/38ad783850c6ef47e04130ae94af93df.png: 512x512 1 Aortic enlargement, 1 Pleural thickening, Done. (1.422s)\r\n",
      "image 606/3000 /kaggle/working/../input/vinbigdata/test/38ca9de33c512c71aa3094a151dd5368.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.493s)\r\n",
      "image 607/3000 /kaggle/working/../input/vinbigdata/test/38d2d9277b7de0d843bb1b283e6814e9.png: 512x512 1 Aortic enlargement, 1 Other lesion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.400s)\r\n",
      "image 608/3000 /kaggle/working/../input/vinbigdata/test/38d60e4b63eeca0de18a1539dc527c93.png: 512x512 1 Other lesion, 3 Pleural thickenings, Done. (1.405s)\r\n",
      "image 609/3000 /kaggle/working/../input/vinbigdata/test/38fc380de74d2102e2087e7ba889fd44.png: 512x512 1 ILD, 1 Infiltration, 2 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.410s)\r\n",
      "image 610/3000 /kaggle/working/../input/vinbigdata/test/39077a997b195cfedd2287c9e9476b38.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 Pulmonary fibrosiss, Done. (1.952s)\r\n",
      "image 611/3000 /kaggle/working/../input/vinbigdata/test/3919111229e688f20ec426237af05162.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (1.398s)\r\n",
      "image 612/3000 /kaggle/working/../input/vinbigdata/test/395f2f015b69bcf2e58fcba55ecb6793.png: 512x512 1 Consolidation, 1 ILD, 3 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.406s)\r\n",
      "image 613/3000 /kaggle/working/../input/vinbigdata/test/3975d9bd8377d6cbf2fa92ca2efcfc39.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 3 Other lesions, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.463s)\r\n",
      "image 614/3000 /kaggle/working/../input/vinbigdata/test/3980fbd0f4f131b672d5dac9b4b044a0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 8 Pleural thickenings, Done. (1.389s)\r\n",
      "image 615/3000 /kaggle/working/../input/vinbigdata/test/39949d5d2d8855e391b87d8a932b5aaf.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 3 Consolidations, 1 ILD, 3 Infiltrations, 4 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.398s)\r\n",
      "image 616/3000 /kaggle/working/../input/vinbigdata/test/39af4d0dbe33277af4520b6bdee5e1b2.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.399s)\r\n",
      "image 617/3000 /kaggle/working/../input/vinbigdata/test/39bd0688c096acd60756fc1a7ea39c3b.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Nodule/Mass, 1 Other lesion, 7 Pleural thickenings, Done. (1.392s)\r\n",
      "image 618/3000 /kaggle/working/../input/vinbigdata/test/39c1050099b63c29f6140e4eea23f8af.png: 512x512 2 Aortic enlargements, 1 ILD, 1 Infiltration, 1 Other lesion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.415s)\r\n",
      "image 619/3000 /kaggle/working/../input/vinbigdata/test/39c48b218f46e9448e1f877de440faec.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, Done. (1.399s)\r\n",
      "image 620/3000 /kaggle/working/../input/vinbigdata/test/39d9ea42feb3af75ef0ea3dd91e7e1f5.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 1 Nodule/Mass, 2 Other lesions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.411s)\r\n",
      "image 621/3000 /kaggle/working/../input/vinbigdata/test/39ec5d4083b0ece455f7e87381bbc0a1.png: 512x512 6 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 3 Nodule/Masss, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.570s)\r\n",
      "image 622/3000 /kaggle/working/../input/vinbigdata/test/39fb994092b2b3b96068fe06724af10e.png: 512x512 2 ILDs, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.466s)\r\n",
      "image 623/3000 /kaggle/working/../input/vinbigdata/test/3a0135174fe1bec08b8318fba4aa951c.png: 512x512 1 Aortic enlargement, 2 ILDs, 4 Nodule/Masss, 3 Other lesions, Done. (1.446s)\r\n",
      "image 624/3000 /kaggle/working/../input/vinbigdata/test/3a14159e53495689a8b21a371aa54ef7.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 3 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 1 Pleural thickening, 3 Pulmonary fibrosiss, Done. (1.436s)\r\n",
      "image 625/3000 /kaggle/working/../input/vinbigdata/test/3a443e2a67c5b0956e461a7fb853bf9e.png: 512x512 1 Pleural effusion, 7 Pleural thickenings, Done. (1.455s)\r\n",
      "image 626/3000 /kaggle/working/../input/vinbigdata/test/3a515d9ba5419a9f35dc382017d5e98e.png: 512x512 2 Pleural effusions, 3 Pleural thickenings, Done. (1.434s)\r\n",
      "image 627/3000 /kaggle/working/../input/vinbigdata/test/3aa53ed6b890f65e41d2d359912626dd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Pleural effusion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.456s)\r\n",
      "image 628/3000 /kaggle/working/../input/vinbigdata/test/3aaaa45a86fd160e7c9907b98b8b6c79.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 ILDs, 1 Nodule/Mass, 2 Pleural thickenings, Done. (1.490s)\r\n",
      "image 629/3000 /kaggle/working/../input/vinbigdata/test/3aaefe9e6128e0b34d206e0c86ef3e9c.png: 512x512 5 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 3 ILDs, 1 Nodule/Mass, 8 Other lesions, Done. (1.428s)\r\n",
      "image 630/3000 /kaggle/working/../input/vinbigdata/test/3ad213b03c666ce943479e847e102035.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.421s)\r\n",
      "image 631/3000 /kaggle/working/../input/vinbigdata/test/3ad9881c5d75a15454c6c9336362fd46.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 9 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.426s)\r\n",
      "image 632/3000 /kaggle/working/../input/vinbigdata/test/3b55e52750fa2737857d05526f196b18.png: 512x512 3 Pleural thickenings, Done. (1.883s)\r\n",
      "image 633/3000 /kaggle/working/../input/vinbigdata/test/3b5957a38160102563037a3769a383be.png: 512x512 2 Atelectasiss, 2 Cardiomegalys, 2 Consolidations, 6 ILDs, 1 Infiltration, 5 Lung Opacitys, 6 Other lesions, 7 Pleural effusions, 2 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.452s)\r\n",
      "image 634/3000 /kaggle/working/../input/vinbigdata/test/3b68bc60f5353a7f3a8c30a99ed5cc3f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 1 Other lesion, 10 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.435s)\r\n",
      "image 635/3000 /kaggle/working/../input/vinbigdata/test/3b742aa4d975709f2dada47203639704.png: 512x512 1 Calcification, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.503s)\r\n",
      "image 636/3000 /kaggle/working/../input/vinbigdata/test/3b74377f53c13dcfcb252294fbc70dde.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Pleural thickenings, Done. (1.452s)\r\n",
      "image 637/3000 /kaggle/working/../input/vinbigdata/test/3b9dc61181ac4c1d78d2ad1431a75a9e.png: 512x512 Done. (1.464s)\r\n",
      "image 638/3000 /kaggle/working/../input/vinbigdata/test/3ba1428b5a468133d0b75b0418514c23.png: 512x512 2 Pleural effusions, 11 Pleural thickenings, Done. (1.455s)\r\n",
      "image 639/3000 /kaggle/working/../input/vinbigdata/test/3bbdbcb655e1cedc451d96b4ab3cf4e0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.420s)\r\n",
      "image 640/3000 /kaggle/working/../input/vinbigdata/test/3bde9f07f146da27d795709456f6ab17.png: 512x512 1 Pleural effusion, 3 Pleural thickenings, Done. (1.451s)\r\n",
      "image 641/3000 /kaggle/working/../input/vinbigdata/test/3be17a7a8e451ec0fb71ef3b8efa9425.png: 512x512 1 Pleural effusion, 6 Pleural thickenings, Done. (1.446s)\r\n",
      "image 642/3000 /kaggle/working/../input/vinbigdata/test/3beb39b65b26ffb9b93e9f12dd5f07d0.png: 512x512 2 Calcifications, 3 Consolidations, 2 ILDs, 6 Infiltrations, 9 Lung Opacitys, 17 Nodule/Masss, 12 Other lesions, 1 Pleural thickening, 9 Pulmonary fibrosiss, Done. (1.628s)\r\n",
      "image 643/3000 /kaggle/working/../input/vinbigdata/test/3c0da76eb43946a1f718198ef00bea1a.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (1.421s)\r\n",
      "image 644/3000 /kaggle/working/../input/vinbigdata/test/3c134ccada9f182596bf6107b0dabb8d.png: 512x512 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.408s)\r\n",
      "image 645/3000 /kaggle/working/../input/vinbigdata/test/3c22b17493566a9bca5ac33f0cd0b42f.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.411s)\r\n",
      "image 646/3000 /kaggle/working/../input/vinbigdata/test/3c2cf7dee8ad4b5b2921c65cc2524ce6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.391s)\r\n",
      "image 647/3000 /kaggle/working/../input/vinbigdata/test/3c40a353f341731f92fbfe963242e4e7.png: 512x512 2 Aortic enlargements, 5 Calcifications, 3 Cardiomegalys, 1 Nodule/Mass, 6 Other lesions, 2 Pleural thickenings, 1 Pneumothorax, 1 Pulmonary fibrosis, Done. (1.384s)\r\n",
      "image 648/3000 /kaggle/working/../input/vinbigdata/test/3c4375177b66fa5e8914d22b1556dd48.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, Done. (1.388s)\r\n",
      "image 649/3000 /kaggle/working/../input/vinbigdata/test/3c507def3894eeaba8be81a1e2cf1f38.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.392s)\r\n",
      "image 650/3000 /kaggle/working/../input/vinbigdata/test/3c620ca6be5c87ad9f167e85b43defc2.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, Done. (1.442s)\r\n",
      "image 651/3000 /kaggle/working/../input/vinbigdata/test/3c6f70f56258cad13d74e7f17da1c7c5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Infiltration, 1 Other lesion, 3 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.386s)\r\n",
      "image 652/3000 /kaggle/working/../input/vinbigdata/test/3c8a5906888ab86560daf594daf3b3c2.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.397s)\r\n",
      "image 653/3000 /kaggle/working/../input/vinbigdata/test/3c948bc922d30f6c7ed39df29f5cd989.png: 512x512 1 Cardiomegaly, 2 Pleural effusions, 6 Pleural thickenings, Done. (1.533s)\r\n",
      "image 654/3000 /kaggle/working/../input/vinbigdata/test/3ca907c03b1409d8a703591f6ca7882e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.762s)\r\n",
      "image 655/3000 /kaggle/working/../input/vinbigdata/test/3cb7123b676ed1963d77850bfe185482.png: 512x512 1 Cardiomegaly, 1 ILD, 1 Other lesion, 1 Pleural thickening, Done. (1.453s)\r\n",
      "image 656/3000 /kaggle/working/../input/vinbigdata/test/3cc3637e5b01e1fb105326b58dfc7fa2.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.467s)\r\n",
      "image 657/3000 /kaggle/working/../input/vinbigdata/test/3cc51f95d2d193e231d6cdab5b423243.png: 512x512 5 Pleural thickenings, Done. (1.524s)\r\n",
      "image 658/3000 /kaggle/working/../input/vinbigdata/test/3ccbd8fd3eadbf3f0bef8e091a5ea5b5.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 6 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, 1 Pneumothorax, 1 Pulmonary fibrosis, Done. (1.465s)\r\n",
      "image 659/3000 /kaggle/working/../input/vinbigdata/test/3cdcf9e3f1b8d011d20f4c1c779851ee.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Nodule/Masss, 7 Other lesions, Done. (1.471s)\r\n",
      "image 660/3000 /kaggle/working/../input/vinbigdata/test/3cfb5f7af41ff012658cb64ebf82e84f.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 18 Other lesions, 2 Pleural effusions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.468s)\r\n",
      "image 661/3000 /kaggle/working/../input/vinbigdata/test/3cfc0bb78ca18773c9ec91ad9bbe3d4d.png: 512x512 2 Pleural effusions, 9 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.474s)\r\n",
      "image 662/3000 /kaggle/working/../input/vinbigdata/test/3cff8dcf3354f5ed794061627d7d24a7.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 4 Other lesions, 3 Pleural thickenings, Done. (1.463s)\r\n",
      "image 663/3000 /kaggle/working/../input/vinbigdata/test/3d26f5e39259810fb7a332f50bd9d867.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Pleural thickenings, Done. (1.602s)\r\n",
      "image 664/3000 /kaggle/working/../input/vinbigdata/test/3d281a2a2c78f8e0713166ed125a183a.png: 512x512 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.451s)\r\n",
      "image 665/3000 /kaggle/working/../input/vinbigdata/test/3d31da3e8d49304c7752e3522b0e3a9f.png: 512x512 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.478s)\r\n",
      "image 666/3000 /kaggle/working/../input/vinbigdata/test/3d4c07ae432d5834781d532d833d75ac.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.438s)\r\n",
      "image 667/3000 /kaggle/working/../input/vinbigdata/test/3d53b9b699cfec21262399ebd558f2cf.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 2 Pleural effusions, 5 Pleural thickenings, Done. (1.408s)\r\n",
      "image 668/3000 /kaggle/working/../input/vinbigdata/test/3d718e505b0ee17de0f2e821eba38eef.png: 512x512 1 Pleural effusion, 5 Pleural thickenings, Done. (1.433s)\r\n",
      "image 669/3000 /kaggle/working/../input/vinbigdata/test/3d88da32e0b7971e4f1bb1aa684a038a.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 4 Calcifications, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 5 Nodule/Masss, 4 Other lesions, 6 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.460s)\r\n",
      "image 670/3000 /kaggle/working/../input/vinbigdata/test/3d91a84170a65127a0d998987962dd07.png: 512x512 1 Aortic enlargement, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.407s)\r\n",
      "image 671/3000 /kaggle/working/../input/vinbigdata/test/3d92749a082bc9206b4ba07779853e00.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 2 Pleural effusions, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.422s)\r\n",
      "image 672/3000 /kaggle/working/../input/vinbigdata/test/3db534bf69409b385d0278eb677d9b62.png: 512x512 1 Aortic enlargement, 2 Calcifications, 10 Nodule/Masss, 4 Other lesions, 9 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.495s)\r\n",
      "image 673/3000 /kaggle/working/../input/vinbigdata/test/3db61dfe06d558636a4027e6b35ea820.png: 512x512 2 Aortic enlargements, 1 Calcification, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.435s)\r\n",
      "image 674/3000 /kaggle/working/../input/vinbigdata/test/3dcc30d354b4502eb28e3dfbc697756b.png: 512x512 1 Other lesion, 7 Pleural thickenings, Done. (1.426s)\r\n",
      "image 675/3000 /kaggle/working/../input/vinbigdata/test/3dd50dfa4f67ff1c2e0fc6af3c165fa6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (2.023s)\r\n",
      "image 676/3000 /kaggle/working/../input/vinbigdata/test/3e00c13e8222abbd2c177f4d95d6d718.png: 512x512 1 Cardiomegaly, Done. (1.477s)\r\n",
      "image 677/3000 /kaggle/working/../input/vinbigdata/test/3e15991154a164d30bb9fbbb29fe437c.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 4 Consolidations, 4 Infiltrations, 4 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 2 Pleural effusions, 4 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.445s)\r\n",
      "image 678/3000 /kaggle/working/../input/vinbigdata/test/3e34595ad37ca0b7b2658b09792c9b04.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Nodule/Mass, 1 Other lesion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.453s)\r\n",
      "image 679/3000 /kaggle/working/../input/vinbigdata/test/3e41c27c6bd34d990b4b4c33f9920342.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.505s)\r\n",
      "image 680/3000 /kaggle/working/../input/vinbigdata/test/3e86f7a0078799279f334db4074f109e.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 2 ILDs, 4 Infiltrations, 5 Lung Opacitys, 3 Nodule/Masss, 5 Other lesions, 10 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.454s)\r\n",
      "image 681/3000 /kaggle/working/../input/vinbigdata/test/3e90adc40cb10bf9f49d34c6d54ba50c.png: 512x512 1 Cardiomegaly, 1 ILD, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.456s)\r\n",
      "image 682/3000 /kaggle/working/../input/vinbigdata/test/3ea9f49ba17cbf6865a29bcb8d01b3b6.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 2 Infiltrations, 2 Lung Opacitys, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.408s)\r\n",
      "image 683/3000 /kaggle/working/../input/vinbigdata/test/3ec25a3d86136b2b3df04179d7118525.png: 512x512 1 Pleural effusion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.410s)\r\n",
      "image 684/3000 /kaggle/working/../input/vinbigdata/test/3edd2755894c91c8ab38a9ef7ddb7985.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Infiltration, 3 Lung Opacitys, 4 Nodule/Masss, 5 Other lesions, 4 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.588s)\r\n",
      "image 685/3000 /kaggle/working/../input/vinbigdata/test/3eeac231c839fbc52b79514b34330663.png: 512x512 4 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 1 Other lesion, Done. (1.425s)\r\n",
      "image 686/3000 /kaggle/working/../input/vinbigdata/test/3ef5a2d445ede454793f144d462faaab.png: 512x512 2 Aortic enlargements, 2 Atelectasiss, 2 Cardiomegalys, 4 Consolidations, 1 ILD, 2 Infiltrations, 5 Lung Opacitys, 6 Nodule/Masss, 4 Other lesions, 2 Pleural effusions, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.484s)\r\n",
      "image 687/3000 /kaggle/working/../input/vinbigdata/test/3f1244037d78cc260defbde5720024c2.png: 512x512 1 Pleural thickening, Done. (1.410s)\r\n",
      "image 688/3000 /kaggle/working/../input/vinbigdata/test/3f2dcbb885cf38e7b07d29785d81215e.png: 512x512 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 2 Pleural effusions, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.409s)\r\n",
      "image 689/3000 /kaggle/working/../input/vinbigdata/test/3f311e13697f83d41f55f079232fe7ee.png: 512x512 2 Pleural thickenings, Done. (1.402s)\r\n",
      "image 690/3000 /kaggle/working/../input/vinbigdata/test/3f51f6bbad915b2d088bdceea490f3ff.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 2 Calcifications, 1 Consolidation, 1 ILD, 2 Infiltrations, 3 Lung Opacitys, 1 Other lesion, 7 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.444s)\r\n",
      "image 691/3000 /kaggle/working/../input/vinbigdata/test/3f6b6e7041b06528c5629fb7de92d61e.png: 512x512 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.434s)\r\n",
      "image 692/3000 /kaggle/working/../input/vinbigdata/test/3f6fcfdcea0e6450a2c953c1768f0297.png: 512x512 6 Pleural thickenings, Done. (1.445s)\r\n",
      "image 693/3000 /kaggle/working/../input/vinbigdata/test/3f76b4107e59e33bfded211d2f95d4f4.png: 512x512 1 Other lesion, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.444s)\r\n",
      "image 694/3000 /kaggle/working/../input/vinbigdata/test/3fa43c464676da99ca6e09a17a40aa6d.png: 512x512 2 Other lesions, 5 Pleural thickenings, Done. (1.540s)\r\n",
      "image 695/3000 /kaggle/working/../input/vinbigdata/test/3fb7243f97d1493015a5f3cb880d8e4a.png: 512x512 1 Aortic enlargement, 1 Other lesion, 1 Pleural effusion, 10 Pleural thickenings, Done. (1.431s)\r\n",
      "image 696/3000 /kaggle/working/../input/vinbigdata/test/3fc0d536d17610d6811d9c725999e25e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 3 Infiltrations, 4 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.970s)\r\n",
      "image 697/3000 /kaggle/working/../input/vinbigdata/test/3fd3c7e4f7012ea21a2f8eba496c6748.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.431s)\r\n",
      "image 698/3000 /kaggle/working/../input/vinbigdata/test/3fe12c24bee9c864bf65441b49a53d79.png: 512x512 4 Pleural thickenings, Done. (1.436s)\r\n",
      "image 699/3000 /kaggle/working/../input/vinbigdata/test/3fe3f892de3a3927f933a3d2b20f4ff0.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 3 ILDs, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 3 Other lesions, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.423s)\r\n",
      "image 700/3000 /kaggle/working/../input/vinbigdata/test/3ff458f907610a9eae3130e961a8e3f4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 4 Pleural thickenings, Done. (1.413s)\r\n",
      "image 701/3000 /kaggle/working/../input/vinbigdata/test/3ffc3654b8342c68038a2249787f87e9.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 1 Other lesion, 1 Pleural thickening, Done. (1.485s)\r\n",
      "image 702/3000 /kaggle/working/../input/vinbigdata/test/4000dc950b3d2e3065762471378692eb.png: 512x512 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 2 Pleural thickenings, Done. (1.415s)\r\n",
      "image 703/3000 /kaggle/working/../input/vinbigdata/test/402d2d78d516f7a6899b25ae6f6b7b91.png: 512x512 2 Pleural effusions, 4 Pleural thickenings, Done. (1.409s)\r\n",
      "image 704/3000 /kaggle/working/../input/vinbigdata/test/40393027d73d1c04bb8b5c49044b4526.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, 3 Pulmonary fibrosiss, Done. (1.406s)\r\n",
      "image 705/3000 /kaggle/working/../input/vinbigdata/test/40497da14aafc428210b623fc8445288.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 3 ILDs, 1 Pleural effusion, 1 Pleural thickening, Done. (1.569s)\r\n",
      "image 706/3000 /kaggle/working/../input/vinbigdata/test/4053e50a3f75691a16343ebf9c7d602d.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 3 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.405s)\r\n",
      "image 707/3000 /kaggle/working/../input/vinbigdata/test/4055ab5787f624b27978cc8e612e09a0.png: 512x512 2 Aortic enlargements, 2 Pleural thickenings, Done. (1.406s)\r\n",
      "image 708/3000 /kaggle/working/../input/vinbigdata/test/407a0f9b955a811bd3dbb459a8ac7576.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, Done. (1.456s)\r\n",
      "image 709/3000 /kaggle/working/../input/vinbigdata/test/40b1af8c67e6b4610dd91b5230cb9115.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 2 Calcifications, 1 Cardiomegaly, 2 Consolidations, 1 ILD, 2 Infiltrations, 5 Lung Opacitys, 2 Nodule/Masss, 26 Other lesions, 4 Pleural effusions, 6 Pleural thickenings, 2 Pneumothoraxs, 4 Pulmonary fibrosiss, Done. (1.434s)\r\n",
      "image 710/3000 /kaggle/working/../input/vinbigdata/test/40b2a81a852f7138879e5d0ba0a7ebc4.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.417s)\r\n",
      "image 711/3000 /kaggle/working/../input/vinbigdata/test/40cd10b8770cee353b0ae6a8192097ab.png: 512x512 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.408s)\r\n",
      "image 712/3000 /kaggle/working/../input/vinbigdata/test/40e58b0a128f657aec8d842c93ce17de.png: 512x512 1 Consolidation, 2 Infiltrations, 3 Lung Opacitys, 2 Other lesions, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.427s)\r\n",
      "image 713/3000 /kaggle/working/../input/vinbigdata/test/40fb4c33b5cd086ae3eb5a38a6079fa2.png: 512x512 1 Atelectasis, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 3 Pleural thickenings, 1 Pneumothorax, 2 Pulmonary fibrosiss, Done. (1.432s)\r\n",
      "image 714/3000 /kaggle/working/../input/vinbigdata/test/410d67ef44a7845ca56750960a4b6fed.png: 512x512 1 Aortic enlargement, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.411s)\r\n",
      "image 715/3000 /kaggle/working/../input/vinbigdata/test/4112f6a0a3a7509212801f2b3132dfda.png: 512x512 1 Calcification, 3 ILDs, 2 Other lesions, Done. (1.421s)\r\n",
      "image 716/3000 /kaggle/working/../input/vinbigdata/test/41143299da79b12a5a6d8c4456c68aa7.png: 512x512 2 Aortic enlargements, 5 Calcifications, 2 Cardiomegalys, 1 Lung Opacity, 4 Nodule/Masss, 3 Other lesions, 1 Pulmonary fibrosis, Done. (1.460s)\r\n",
      "image 717/3000 /kaggle/working/../input/vinbigdata/test/411760e414f0c79aab25be4a934c49e1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural effusions, 6 Pleural thickenings, Done. (1.737s)\r\n",
      "image 718/3000 /kaggle/working/../input/vinbigdata/test/4142d115b7a7ce897049a13509e2eb37.png: 512x512 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.592s)\r\n",
      "image 719/3000 /kaggle/working/../input/vinbigdata/test/415bbe6901d71d5065322601c47544df.png: 512x512 2 Pleural effusions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.403s)\r\n",
      "image 720/3000 /kaggle/working/../input/vinbigdata/test/415fe8e39c0546ff191f8e33888f09d4.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, Done. (1.416s)\r\n",
      "image 721/3000 /kaggle/working/../input/vinbigdata/test/419aa74d3b1447debce1775ba7084c29.png: 512x512 1 Pleural effusion, 8 Pleural thickenings, Done. (1.405s)\r\n",
      "image 722/3000 /kaggle/working/../input/vinbigdata/test/41d4c2e74a9e1a602539687646bb1851.png: 512x512 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 7 Pleural thickenings, Done. (1.388s)\r\n",
      "image 723/3000 /kaggle/working/../input/vinbigdata/test/41e182efd77dc26282b2fffb91ddea9c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.474s)\r\n",
      "image 724/3000 /kaggle/working/../input/vinbigdata/test/42182063da0162c48411742e08e48d2c.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 2 Pleural effusions, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.410s)\r\n",
      "image 725/3000 /kaggle/working/../input/vinbigdata/test/421efe81b01f6724524502d4337d9435.png: 512x512 6 Pleural thickenings, Done. (1.400s)\r\n",
      "image 726/3000 /kaggle/working/../input/vinbigdata/test/4237ca5336f5d9aae908608e00b0ff4b.png: 512x512 1 Aortic enlargement, 2 Infiltrations, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.586s)\r\n",
      "image 727/3000 /kaggle/working/../input/vinbigdata/test/42480dff233be45d4fdca62069ea267f.png: 512x512 2 Aortic enlargements, 3 Calcifications, 4 ILDs, 4 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.416s)\r\n",
      "image 728/3000 /kaggle/working/../input/vinbigdata/test/42866ae76e629e8a612a5898ad377afb.png: 512x512 1 Aortic enlargement, Done. (1.425s)\r\n",
      "image 729/3000 /kaggle/working/../input/vinbigdata/test/4293c777d8e33cc6d4d6d7f2c72ff43f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 2 Pleural effusions, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.438s)\r\n",
      "image 730/3000 /kaggle/working/../input/vinbigdata/test/42a70465f4b5859407233bb00aa64e7a.png: 512x512 2 Lung Opacitys, 3 Other lesions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.431s)\r\n",
      "image 731/3000 /kaggle/working/../input/vinbigdata/test/42d7070a36e7edfa295f9aea2f472e6b.png: 512x512 3 Calcifications, 1 Cardiomegaly, 1 Infiltration, 2 Nodule/Masss, 2 Other lesions, 2 Pleural effusions, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.502s)\r\n",
      "image 732/3000 /kaggle/working/../input/vinbigdata/test/42da2c134b53cb5594774d3d29faac59.png: 512x512 7 Aortic enlargements, 4 Calcifications, 4 Cardiomegalys, 1 Lung Opacity, 3 Nodule/Masss, 3 Other lesions, Done. (1.432s)\r\n",
      "image 733/3000 /kaggle/working/../input/vinbigdata/test/42f425197ab0ba67f0ec8da9d9f57c9f.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 2 Consolidations, 2 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.433s)\r\n",
      "image 734/3000 /kaggle/working/../input/vinbigdata/test/4317ccff1c5ab145abf05130c49402b0.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 ILD, 1 Nodule/Mass, 1 Pleural thickening, 5 Pulmonary fibrosiss, Done. (1.415s)\r\n",
      "image 735/3000 /kaggle/working/../input/vinbigdata/test/4336126559df623f417e0cce8658d834.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 2 Consolidations, 1 ILD, 2 Infiltrations, 6 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 8 Pleural effusions, 9 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.430s)\r\n",
      "image 736/3000 /kaggle/working/../input/vinbigdata/test/435ab3812fb181923346ede78dd5b9a1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.418s)\r\n",
      "image 737/3000 /kaggle/working/../input/vinbigdata/test/435c653f95dd47326063ff145a0fa82e.png: 512x512 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 2 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 3 Pleural effusions, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.445s)\r\n",
      "image 738/3000 /kaggle/working/../input/vinbigdata/test/436088e347319cbffc494a8d24005299.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 3 Nodule/Masss, 2 Other lesions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.462s)\r\n",
      "image 739/3000 /kaggle/working/../input/vinbigdata/test/436bfe4e723272edcfe1cd8c85bd37a0.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.923s)\r\n",
      "image 740/3000 /kaggle/working/../input/vinbigdata/test/4378b6e8a912d95d9eadeff7b3b9a48e.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Nodule/Mass, 2 Other lesions, 2 Pleural thickenings, Done. (1.426s)\r\n",
      "image 741/3000 /kaggle/working/../input/vinbigdata/test/439dc69a4c208bef639794335fc7e8aa.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 6 Calcifications, 1 Cardiomegaly, 1 Consolidation, 2 Infiltrations, 4 Lung Opacitys, 7 Nodule/Masss, 9 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 742/3000 /kaggle/working/../input/vinbigdata/test/43a5c26c8ab3300f0848b4b1ebb197f6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Nodule/Masss, 1 Other lesion, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.420s)\r\n",
      "image 743/3000 /kaggle/working/../input/vinbigdata/test/43e2eabebfa4a1545c0d5520a7435ca3.png: 512x512 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, Done. (1.414s)\r\n",
      "image 744/3000 /kaggle/working/../input/vinbigdata/test/43f22c9287a262c3621ee246b6153a1b.png: 512x512 1 Pleural effusion, 4 Pleural thickenings, Done. (1.412s)\r\n",
      "image 745/3000 /kaggle/working/../input/vinbigdata/test/43f2bfe06c7c0bed1ea56abd891c46c1.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 ILD, 1 Other lesion, 1 Pleural thickening, Done. (1.475s)\r\n",
      "image 746/3000 /kaggle/working/../input/vinbigdata/test/43f36cac2950bc05f18187f0b1a7670e.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.415s)\r\n",
      "image 747/3000 /kaggle/working/../input/vinbigdata/test/440a93a65ecad8a5b0f77db19d5e8fb4.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.540s)\r\n",
      "image 748/3000 /kaggle/working/../input/vinbigdata/test/4419786026e61be0d0cc38481e6d4a6f.png: 512x512 1 Pleural effusion, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.406s)\r\n",
      "image 749/3000 /kaggle/working/../input/vinbigdata/test/441e33ddef587e66391d3560e975b045.png: 512x512 1 Aortic enlargement, 2 Cardiomegalys, 4 ILDs, 2 Infiltrations, 3 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.436s)\r\n",
      "image 750/3000 /kaggle/working/../input/vinbigdata/test/442e1e71a3b1c97fe654fc7439119534.png: 512x512 2 Aortic enlargements, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.414s)\r\n",
      "image 751/3000 /kaggle/working/../input/vinbigdata/test/445968a410422d687217c1f21fddf8b9.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 6 Other lesions, 5 Pleural thickenings, Done. (1.391s)\r\n",
      "image 752/3000 /kaggle/working/../input/vinbigdata/test/44666fb9bad75f506a8fdff1e34b8fa6.png: 512x512 1 Aortic enlargement, 2 ILDs, 2 Pleural thickenings, Done. (1.383s)\r\n",
      "image 753/3000 /kaggle/working/../input/vinbigdata/test/448408b2da910f68f956ba77db83bf7f.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 2 Consolidations, 8 ILDs, 4 Infiltrations, 4 Lung Opacitys, 4 Nodule/Masss, 3 Other lesions, 3 Pleural effusions, 11 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.457s)\r\n",
      "image 754/3000 /kaggle/working/../input/vinbigdata/test/449090e7c3df33a02d8f935a57af7f74.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 2 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.391s)\r\n",
      "image 755/3000 /kaggle/working/../input/vinbigdata/test/44a4ac9c03955122caf8db97ae2fcec6.png: 512x512 3 Aortic enlargements, 3 Calcifications, 1 Lung Opacity, 8 Other lesions, 1 Pleural thickening, 2 Pneumothoraxs, 3 Pulmonary fibrosiss, Done. (1.399s)\r\n",
      "image 756/3000 /kaggle/working/../input/vinbigdata/test/44a61046e125f744ab317d7a463fbd9b.png: 512x512 2 Aortic enlargements, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.419s)\r\n",
      "image 757/3000 /kaggle/working/../input/vinbigdata/test/44e38e19f2d5fa89ebc805b4e4249f4a.png: 512x512 1 Nodule/Mass, 1 Other lesion, 2 Pleural effusions, 5 Pleural thickenings, Done. (1.402s)\r\n",
      "image 758/3000 /kaggle/working/../input/vinbigdata/test/455955fc58bafe84b70a4e92384cc07c.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.386s)\r\n",
      "image 759/3000 /kaggle/working/../input/vinbigdata/test/4567d789f16f8cad11b2e53f4b808256.png: 512x512 1 Pleural effusion, 5 Pleural thickenings, Done. (1.403s)\r\n",
      "image 760/3000 /kaggle/working/../input/vinbigdata/test/456a10d48cab2f63322322daa2c40fde.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Consolidation, 1 ILD, 3 Infiltrations, 4 Lung Opacitys, 5 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.542s)\r\n",
      "image 761/3000 /kaggle/working/../input/vinbigdata/test/458dba2869d82b94f34858fc0e9d420d.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.714s)\r\n",
      "image 762/3000 /kaggle/working/../input/vinbigdata/test/458df830e90722a42a663360024ec00c.png: 512x512 2 Other lesions, 6 Pleural effusions, 13 Pleural thickenings, Done. (1.397s)\r\n",
      "image 763/3000 /kaggle/working/../input/vinbigdata/test/4593b44cd46a5ec9c8f341a16ddcba07.png: 512x512 2 ILDs, 1 Other lesion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.406s)\r\n",
      "image 764/3000 /kaggle/working/../input/vinbigdata/test/4597cf072dafa598c3396af5b395da05.png: 512x512 1 Aortic enlargement, 1 Other lesion, 1 Pleural thickening, 1 Pneumothorax, 1 Pulmonary fibrosis, Done. (1.398s)\r\n",
      "image 765/3000 /kaggle/working/../input/vinbigdata/test/45a67b52deef6d917675de9efcace27d.png: 512x512 1 Other lesion, Done. (1.386s)\r\n",
      "image 766/3000 /kaggle/working/../input/vinbigdata/test/45ca9eddff39ca3e252551cc283779d0.png: 512x512 2 Consolidations, 1 ILD, 2 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 4 Pulmonary fibrosiss, Done. (1.432s)\r\n",
      "image 767/3000 /kaggle/working/../input/vinbigdata/test/45d1c2d9c830ed7a526cdad0d908397a.png: 512x512 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.416s)\r\n",
      "image 768/3000 /kaggle/working/../input/vinbigdata/test/45db750ac1e7ebdaaba5b1079f06094a.png: 512x512 1 Atelectasis, 6 Calcifications, 1 Consolidation, 4 ILDs, 2 Infiltrations, 2 Lung Opacitys, 4 Nodule/Masss, 9 Other lesions, 4 Pleural effusions, 5 Pleural thickenings, 1 Pneumothorax, 9 Pulmonary fibrosiss, Done. (1.672s)\r\n",
      "image 769/3000 /kaggle/working/../input/vinbigdata/test/45dbcf1210bda737de385640e0635deb.png: 512x512 5 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, Done. (1.404s)\r\n",
      "image 770/3000 /kaggle/working/../input/vinbigdata/test/45f407b266655c8d3faf9bd6faa9a6d2.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 3 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.413s)\r\n",
      "image 771/3000 /kaggle/working/../input/vinbigdata/test/45ffdfc3462f0377ee35ef05e9bf2b9d.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.394s)\r\n",
      "image 772/3000 /kaggle/working/../input/vinbigdata/test/4601f338b350b816ad50be7c58deed92.png: 512x512 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.440s)\r\n",
      "image 773/3000 /kaggle/working/../input/vinbigdata/test/460283ce802309a67fab5f8d098cc7f1.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 774/3000 /kaggle/working/../input/vinbigdata/test/461047418073179170ff04527460a0c6.png: 512x512 1 Aortic enlargement, 2 Calcifications, 3 ILDs, 2 Infiltrations, 3 Lung Opacitys, 2 Nodule/Masss, 5 Other lesions, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.410s)\r\n",
      "image 775/3000 /kaggle/working/../input/vinbigdata/test/46670a547d530e18e32a16c6a2d3ce23.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 3 Lung Opacitys, 5 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 5 Pneumothoraxs, 4 Pulmonary fibrosiss, Done. (1.478s)\r\n",
      "image 776/3000 /kaggle/working/../input/vinbigdata/test/467fb10d9fb7d7816e9086fec5aa86f6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, Done. (1.457s)\r\n",
      "image 777/3000 /kaggle/working/../input/vinbigdata/test/4688671bef57318e17dadd91a29e1e0a.png: 512x512 1 Nodule/Mass, 1 Other lesion, Done. (1.450s)\r\n",
      "image 778/3000 /kaggle/working/../input/vinbigdata/test/46b04770c972a6db13be05221cce609d.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Consolidation, 3 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 6 Other lesions, 2 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.432s)\r\n",
      "image 779/3000 /kaggle/working/../input/vinbigdata/test/46bf77c01c789723965f6180d1d217b0.png: 512x512 1 Aortic enlargement, 4 ILDs, 1 Lung Opacity, 1 Other lesion, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.457s)\r\n",
      "image 780/3000 /kaggle/working/../input/vinbigdata/test/46f349b7cabf56c2c2d9c1d069f8c564.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 4 ILDs, 5 Infiltrations, 4 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.463s)\r\n",
      "image 781/3000 /kaggle/working/../input/vinbigdata/test/472672f4fbd1e5093c54346466ef8b6c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Other lesion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.453s)\r\n",
      "image 782/3000 /kaggle/working/../input/vinbigdata/test/472737987cecf2846b2f7453ec97a0e4.png: 512x512 1 Cardiomegaly, 1 Lung Opacity, 2 Other lesions, 3 Pleural thickenings, Done. (2.035s)\r\n",
      "image 783/3000 /kaggle/working/../input/vinbigdata/test/4736524816401e7b31cfb0cac71d7a8e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, Done. (1.437s)\r\n",
      "image 784/3000 /kaggle/working/../input/vinbigdata/test/473ad58ee65663186dbab2bcae8cd0a7.png: 512x512 1 Cardiomegaly, 1 ILD, 1 Pleural thickening, Done. (1.438s)\r\n",
      "image 785/3000 /kaggle/working/../input/vinbigdata/test/474007ded9b6b99e3619a705ef34d0dc.png: 512x512 4 Pleural thickenings, Done. (1.416s)\r\n",
      "image 786/3000 /kaggle/working/../input/vinbigdata/test/47415deef1ee1c384eeaa1c58ad56b79.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.423s)\r\n",
      "image 787/3000 /kaggle/working/../input/vinbigdata/test/47437878d27d009dcc9fcda42255c2c8.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.421s)\r\n",
      "image 788/3000 /kaggle/working/../input/vinbigdata/test/475274f175ac0685d9ef2153e5d8e47a.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, Done. (1.430s)\r\n",
      "image 789/3000 /kaggle/working/../input/vinbigdata/test/475405daeac63ae42731ddf2b8a53508.png: 512x512 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.612s)\r\n",
      "image 790/3000 /kaggle/working/../input/vinbigdata/test/477e93583988faa67e54d97cc39a8df9.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Other lesions, Done. (1.472s)\r\n",
      "image 791/3000 /kaggle/working/../input/vinbigdata/test/4783897bac1d991d9a95f8c6bdb14766.png: 512x512 1 Aortic enlargement, 1 Other lesion, 8 Pleural thickenings, Done. (1.427s)\r\n",
      "image 792/3000 /kaggle/working/../input/vinbigdata/test/47ce4f0300b152a5d4e22f812f747292.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 5 ILDs, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.444s)\r\n",
      "image 793/3000 /kaggle/working/../input/vinbigdata/test/47d8960b72621abb40a2544697b6308f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 4 Pleural thickenings, Done. (1.433s)\r\n",
      "image 794/3000 /kaggle/working/../input/vinbigdata/test/47e9bd83458885c6edba8b24a267a392.png: 512x512 3 Atelectasiss, 5 Consolidations, 4 ILDs, 6 Infiltrations, 8 Lung Opacitys, 4 Nodule/Masss, 4 Other lesions, 9 Pleural effusions, 12 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.416s)\r\n",
      "image 795/3000 /kaggle/working/../input/vinbigdata/test/48170b1f039b7cd08841af54449b5018.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, Done. (1.871s)\r\n",
      "image 796/3000 /kaggle/working/../input/vinbigdata/test/48bcefd8a7e3b434f5680c174bd80ad4.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.570s)\r\n",
      "image 797/3000 /kaggle/working/../input/vinbigdata/test/48f74b1df20e005b30cd5517ffe91aa4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.483s)\r\n",
      "image 798/3000 /kaggle/working/../input/vinbigdata/test/48fcc25810228823538d0392877fcce0.png: 512x512 1 Atelectasis, 1 Consolidation, 1 ILD, 1 Infiltration, 3 Lung Opacitys, 1 Nodule/Mass, 7 Other lesions, 2 Pleural effusions, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.498s)\r\n",
      "image 799/3000 /kaggle/working/../input/vinbigdata/test/4910dbe4c6e17a35ed2ba6e7f3d04ef8.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 4 Infiltrations, 4 Lung Opacitys, 3 Other lesions, 9 Pleural thickenings, 15 Pulmonary fibrosiss, Done. (1.464s)\r\n",
      "image 800/3000 /kaggle/working/../input/vinbigdata/test/49158aad3ffa8a556c9d4cc8efbcf58c.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 6 Consolidations, 4 ILDs, 7 Infiltrations, 9 Lung Opacitys, 5 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.453s)\r\n",
      "image 801/3000 /kaggle/working/../input/vinbigdata/test/4924e87f8069a1e4d3bb55f7bbeecdab.png: 512x512 1 Aortic enlargement, 8 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.634s)\r\n",
      "image 802/3000 /kaggle/working/../input/vinbigdata/test/49381febdd648ccc7a190965fe5180bd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pulmonary fibrosiss, Done. (1.479s)\r\n",
      "image 803/3000 /kaggle/working/../input/vinbigdata/test/493a7af11aa1a9a1a676aba29e0c6f9d.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Calcification, 7 ILDs, 2 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 4 Other lesions, 8 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.531s)\r\n",
      "image 804/3000 /kaggle/working/../input/vinbigdata/test/493d5f75237e5b3ee1846c170a393411.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 27 Calcifications, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 5 Lung Opacitys, 28 Nodule/Masss, 12 Other lesions, 2 Pleural effusions, 10 Pleural thickenings, 1 Pneumothorax, 21 Pulmonary fibrosiss, Done. (1.468s)\r\n",
      "image 805/3000 /kaggle/working/../input/vinbigdata/test/494445ea1855b61dbabe65e39f6f6927.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 5 Pleural thickenings, Done. (1.420s)\r\n",
      "image 806/3000 /kaggle/working/../input/vinbigdata/test/4957a9685207cc3eb8425318dc83fafb.png: 512x512 1 Aortic enlargement, 2 Pleural effusions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.431s)\r\n",
      "image 807/3000 /kaggle/working/../input/vinbigdata/test/49769691d05ec479aaee410f1553093d.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Calcification, 4 Consolidations, 1 ILD, 6 Infiltrations, 8 Lung Opacitys, 8 Nodule/Masss, 10 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 808/3000 /kaggle/working/../input/vinbigdata/test/4983daeac755e646cb10670f26f04168.png: 512x512 1 ILD, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.423s)\r\n",
      "image 809/3000 /kaggle/working/../input/vinbigdata/test/4988a69766a1c59921d0b747dab42457.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 2 Cardiomegalys, 4 Consolidations, 2 ILDs, 4 Infiltrations, 3 Lung Opacitys, 4 Nodule/Masss, 2 Other lesions, 2 Pleural effusions, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.422s)\r\n",
      "image 810/3000 /kaggle/working/../input/vinbigdata/test/499855f7f211a8f2a5142182f1c6c177.png: 512x512 1 Aortic enlargement, Done. (1.429s)\r\n",
      "image 811/3000 /kaggle/working/../input/vinbigdata/test/49c8db913e71138d6d0bbea0ab047490.png: 512x512 1 Aortic enlargement, 1 ILD, 10 Pleural thickenings, Done. (1.501s)\r\n",
      "image 812/3000 /kaggle/working/../input/vinbigdata/test/49cdb90b456d95c6b522acdbda2305c1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.453s)\r\n",
      "image 813/3000 /kaggle/working/../input/vinbigdata/test/49ff79c0235064bd067c31148066acf0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 7 ILDs, 3 Infiltrations, 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, 3 Pulmonary fibrosiss, Done. (1.434s)\r\n",
      "image 814/3000 /kaggle/working/../input/vinbigdata/test/4a3a03c8e79cd72efd984b4fef5c157e.png: 512x512 1 Aortic enlargement, 3 ILDs, 1 Other lesion, 3 Pleural thickenings, Done. (1.412s)\r\n",
      "image 815/3000 /kaggle/working/../input/vinbigdata/test/4a43a19ebccba17f3c1aa3b761298293.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 4 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.433s)\r\n",
      "image 816/3000 /kaggle/working/../input/vinbigdata/test/4a6d4be950d20bd987baaabf6a986ab0.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (1.960s)\r\n",
      "image 817/3000 /kaggle/working/../input/vinbigdata/test/4a78111ddffd59513a73874c9978b3c2.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 3 ILDs, 3 Infiltrations, 4 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 7 Pleural effusions, 9 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.449s)\r\n",
      "image 818/3000 /kaggle/working/../input/vinbigdata/test/4a8a7088ed91ca054e7e0d6f36f11a61.png: 512x512 3 Aortic enlargements, 3 Atelectasiss, 4 Calcifications, 4 ILDs, 2 Infiltrations, 3 Lung Opacitys, 1 Other lesion, 7 Pleural thickenings, 1 Pneumothorax, 6 Pulmonary fibrosiss, Done. (1.467s)\r\n",
      "image 819/3000 /kaggle/working/../input/vinbigdata/test/4a8ac39c7a3610502f46ae647da2ef19.png: 512x512 1 Aortic enlargement, 2 Pleural effusions, 6 Pleural thickenings, Done. (1.421s)\r\n",
      "image 820/3000 /kaggle/working/../input/vinbigdata/test/4aa26eed11820103f29614a3a42c2d4e.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 1 Consolidation, 4 Infiltrations, 3 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 2 Pleural effusions, 16 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.427s)\r\n",
      "image 821/3000 /kaggle/working/../input/vinbigdata/test/4aaa644100b006b907aad188b7cbe342.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.426s)\r\n",
      "image 822/3000 /kaggle/working/../input/vinbigdata/test/4aace7806718a917535d92c97eec097c.png: 512x512 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.589s)\r\n",
      "image 823/3000 /kaggle/working/../input/vinbigdata/test/4adb2de9973bd84b83298d045891ee3e.png: 512x512 2 ILDs, 3 Other lesions, 1 Pleural effusion, 11 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.444s)\r\n",
      "image 824/3000 /kaggle/working/../input/vinbigdata/test/4b19ca098b479dd60cc2288ab680e3eb.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 3 ILDs, 1 Lung Opacity, 3 Nodule/Masss, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.450s)\r\n",
      "image 825/3000 /kaggle/working/../input/vinbigdata/test/4b4c014996678e36fa5aa1d74ff71a1a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, Done. (1.483s)\r\n",
      "image 826/3000 /kaggle/working/../input/vinbigdata/test/4b4d890639634f5cc8aaefc9fed962ca.png: 512x512 1 Aortic enlargement, 6 ILDs, 4 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.454s)\r\n",
      "image 827/3000 /kaggle/working/../input/vinbigdata/test/4b53f1475d0e4f4b617e7e3cb43bda2c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.433s)\r\n",
      "image 828/3000 /kaggle/working/../input/vinbigdata/test/4b544911d0421cdc60b42416c296a1eb.png: 512x512 1 ILD, 5 Infiltrations, 5 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 11 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.443s)\r\n",
      "image 829/3000 /kaggle/working/../input/vinbigdata/test/4b60a9073eca2b480adde9c58e337d1a.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 6 Lung Opacitys, 3 Nodule/Masss, 12 Other lesions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.423s)\r\n",
      "image 830/3000 /kaggle/working/../input/vinbigdata/test/4b75a96397735f1435c1414abcb6b9ec.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.421s)\r\n",
      "image 831/3000 /kaggle/working/../input/vinbigdata/test/4b7e11251461edb6c46b6acb16583eb2.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 4 Other lesions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.437s)\r\n",
      "image 832/3000 /kaggle/working/../input/vinbigdata/test/4b81d215ee6e2cb1d59cd812475c0172.png: 512x512 1 Pleural thickening, Done. (1.428s)\r\n",
      "image 833/3000 /kaggle/working/../input/vinbigdata/test/4b848db9936cee0aa033439f83426f91.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.488s)\r\n",
      "image 834/3000 /kaggle/working/../input/vinbigdata/test/4b8cfc33da08ab5309230eeeda306d3d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.431s)\r\n",
      "image 835/3000 /kaggle/working/../input/vinbigdata/test/4b92edbb7f4cfebd83b4562c578d22c7.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 8 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 836/3000 /kaggle/working/../input/vinbigdata/test/4ba676bdd0c1b0c3876b6050c8fe0f31.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.433s)\r\n",
      "image 837/3000 /kaggle/working/../input/vinbigdata/test/4bbddf35e1c4dfaa9c29d1fca909575f.png: 512x512 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.455s)\r\n",
      "image 838/3000 /kaggle/working/../input/vinbigdata/test/4bc559f97e1d3c8c2ee52deef7de8811.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 2 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.987s)\r\n",
      "image 839/3000 /kaggle/working/../input/vinbigdata/test/4bed68bcc1b764cd964f5e96ca83884c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 3 Other lesions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.461s)\r\n",
      "image 840/3000 /kaggle/working/../input/vinbigdata/test/4c213a6dd028309618851387389b7a30.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 ILD, 3 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.537s)\r\n",
      "image 841/3000 /kaggle/working/../input/vinbigdata/test/4c5cda3481350033d181e879d29f0135.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 4 Pleural thickenings, Done. (1.443s)\r\n",
      "image 842/3000 /kaggle/working/../input/vinbigdata/test/4c60b5ec140ae2e8611927fa82726f95.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.466s)\r\n",
      "image 843/3000 /kaggle/working/../input/vinbigdata/test/4c942bf5c39903d0ac282810185ddf7a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Nodule/Mass, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.560s)\r\n",
      "image 844/3000 /kaggle/working/../input/vinbigdata/test/4c97a58d5d0c427d1596a8b28f9964ad.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.450s)\r\n",
      "image 845/3000 /kaggle/working/../input/vinbigdata/test/4c98b411d5440af477230c1152109235.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 2 Pleural effusions, 3 Pleural thickenings, Done. (1.448s)\r\n",
      "image 846/3000 /kaggle/working/../input/vinbigdata/test/4cc22fdb9c33ee883ca3f033c62928c4.png: 512x512 2 Aortic enlargements, 2 Pleural thickenings, Done. (1.446s)\r\n",
      "image 847/3000 /kaggle/working/../input/vinbigdata/test/4cc98e51df6aa3dee2c7c1763e3fd512.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.494s)\r\n",
      "image 848/3000 /kaggle/working/../input/vinbigdata/test/4cd5e48c37b1e88e734e6e59dbf8bd6d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.423s)\r\n",
      "image 849/3000 /kaggle/working/../input/vinbigdata/test/4cf0e4032e75d8766b1a3881e8975fe7.png: 512x512 5 Pleural thickenings, Done. (1.414s)\r\n",
      "image 850/3000 /kaggle/working/../input/vinbigdata/test/4d2071baccfd994701c3a5ceb3f64f6f.png: 512x512 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.424s)\r\n",
      "image 851/3000 /kaggle/working/../input/vinbigdata/test/4d22210e645f5c3ac3b98e06afd94046.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.430s)\r\n",
      "image 852/3000 /kaggle/working/../input/vinbigdata/test/4d3acb5e51c6ab03ed5bc7537125ffc2.png: 512x512 2 Aortic enlargements, 4 Calcifications, 2 Cardiomegalys, 4 ILDs, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 5 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.430s)\r\n",
      "image 853/3000 /kaggle/working/../input/vinbigdata/test/4d5b56a3024f00356ce28de7f499eaa1.png: 512x512 1 Pleural effusion, 5 Pleural thickenings, Done. (1.450s)\r\n",
      "image 854/3000 /kaggle/working/../input/vinbigdata/test/4d60dedd8acc1fc0c83596e2a0c6d0df.png: 512x512 1 Aortic enlargement, 4 Calcifications, 9 Nodule/Masss, 6 Other lesions, 8 Pleural thickenings, 14 Pulmonary fibrosiss, Done. (1.441s)\r\n",
      "image 855/3000 /kaggle/working/../input/vinbigdata/test/4d656bcd93f3e99d46fde6c2fa36e7d4.png: 512x512 1 Other lesion, 2 Pleural effusions, 10 Pleural thickenings, Done. (1.461s)\r\n",
      "image 856/3000 /kaggle/working/../input/vinbigdata/test/4db850f9587d4c21459ea09f9372be3d.png: 512x512 1 Atelectasis, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.464s)\r\n",
      "image 857/3000 /kaggle/working/../input/vinbigdata/test/4dc355ac95a17cd1a361779cba717ade.png: 512x512 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.467s)\r\n",
      "image 858/3000 /kaggle/working/../input/vinbigdata/test/4dcaf539b6497ad02f2734e1b78c9678.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.471s)\r\n",
      "image 859/3000 /kaggle/working/../input/vinbigdata/test/4de27ac8b1c575b620cc16780030086d.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 4 Calcifications, 1 Consolidation, 3 Infiltrations, 19 Lung Opacitys, 34 Nodule/Masss, 16 Other lesions, 2 Pleural effusions, 13 Pleural thickenings, 35 Pulmonary fibrosiss, Done. (2.014s)\r\n",
      "image 860/3000 /kaggle/working/../input/vinbigdata/test/4e1b57f8ff96232f8a73eca0e5d87475.png: 512x512 3 Atelectasiss, 1 Consolidation, 1 Infiltration, 5 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 3 Pleural effusions, 10 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.476s)\r\n",
      "image 861/3000 /kaggle/working/../input/vinbigdata/test/4e36b920e32cc309388138261b94f741.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.539s)\r\n",
      "image 862/3000 /kaggle/working/../input/vinbigdata/test/4e60eda03b7df9196e6309009114f54b.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.467s)\r\n",
      "image 863/3000 /kaggle/working/../input/vinbigdata/test/4e6269ee38f7c8afc70792e62d0a05e8.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.650s)\r\n",
      "image 864/3000 /kaggle/working/../input/vinbigdata/test/4e6377304c6519ef809c744ef376c319.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 8 Pleural thickenings, Done. (1.450s)\r\n",
      "image 865/3000 /kaggle/working/../input/vinbigdata/test/4e685bcf518b823638340e2cb20fbad8.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 ILDs, 3 Infiltrations, 3 Lung Opacitys, 3 Other lesions, 12 Pleural thickenings, 20 Pulmonary fibrosiss, Done. (1.426s)\r\n",
      "image 866/3000 /kaggle/working/../input/vinbigdata/test/4e7c01fd1cfbfc54d2ac4913f6359be7.png: 512x512 1 Cardiomegaly, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.419s)\r\n",
      "image 867/3000 /kaggle/working/../input/vinbigdata/test/4eef841c5708308c2ff8957ebc79ae06.png: 512x512 1 Pleural effusion, 2 Pleural thickenings, Done. (1.420s)\r\n",
      "image 868/3000 /kaggle/working/../input/vinbigdata/test/4ef47d5bbd7105f7c7558bbb51735d36.png: 512x512 2 Cardiomegalys, 3 Other lesions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.407s)\r\n",
      "image 869/3000 /kaggle/working/../input/vinbigdata/test/4ef769d2aaadffc2343a01771a9d378c.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (1.603s)\r\n",
      "image 870/3000 /kaggle/working/../input/vinbigdata/test/4f5fe9950e605a42d75ea7bfb8230866.png: 512x512 1 Aortic enlargement, 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.447s)\r\n",
      "image 871/3000 /kaggle/working/../input/vinbigdata/test/4f737958fc5a7d9805f4a94f70cfc5a2.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 3 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 3 Pleural effusions, 10 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 872/3000 /kaggle/working/../input/vinbigdata/test/4f7ce99ee360877a27e4e34a03d71bfd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.415s)\r\n",
      "image 873/3000 /kaggle/working/../input/vinbigdata/test/4fba6d90e4c0141270b19446fbc97796.png: 512x512 4 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 2 Other lesions, 1 Pleural effusion, 1 Pleural thickening, Done. (1.415s)\r\n",
      "image 874/3000 /kaggle/working/../input/vinbigdata/test/4fcf87976ca07858d6ee9af47b2a719c.png: 512x512 2 Aortic enlargements, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.422s)\r\n",
      "image 875/3000 /kaggle/working/../input/vinbigdata/test/4fd4306bfaeb5322082642bee9ef3ff8.png: 512x512 1 Other lesion, 1 Pleural thickening, Done. (1.423s)\r\n",
      "image 876/3000 /kaggle/working/../input/vinbigdata/test/4fef4a4c55426766f8eaff240f1050dd.png: 512x512 3 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 2 Pleural thickenings, Done. (1.496s)\r\n",
      "image 877/3000 /kaggle/working/../input/vinbigdata/test/4fef5faf22105d6c29f218236dd44d66.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Lung Opacity, 2 Nodule/Masss, 2 Other lesions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.464s)\r\n",
      "image 878/3000 /kaggle/working/../input/vinbigdata/test/5037a5f519c01608134b5e73e2d9e8ed.png: 512x512 1 Aortic enlargement, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.459s)\r\n",
      "image 879/3000 /kaggle/working/../input/vinbigdata/test/503929d8c09942a6e67c9045debaf523.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.463s)\r\n",
      "image 880/3000 /kaggle/working/../input/vinbigdata/test/50772fd4aff6e953333b6812356040f7.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.688s)\r\n",
      "image 881/3000 /kaggle/working/../input/vinbigdata/test/5085aa895168d112f671ae18b22dc0df.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 2 Other lesions, 2 Pleural effusions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.576s)\r\n",
      "image 882/3000 /kaggle/working/../input/vinbigdata/test/509b0a6e32afb4094897a916b3c72486.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.442s)\r\n",
      "image 883/3000 /kaggle/working/../input/vinbigdata/test/509d5c6ba1cef46882db2c2e86bdfb2a.png: 512x512 2 Aortic enlargements, 4 Calcifications, 1 Cardiomegaly, 2 Pleural effusions, 2 Pleural thickenings, Done. (1.513s)\r\n",
      "image 884/3000 /kaggle/working/../input/vinbigdata/test/50ab3d3a339eaeeb929368cb63599ea7.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.646s)\r\n",
      "image 885/3000 /kaggle/working/../input/vinbigdata/test/50ab53e4414b6551c81b447fee0e43c5.png: 512x512 1 Aortic enlargement, 2 Pleural effusions, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.420s)\r\n",
      "image 886/3000 /kaggle/working/../input/vinbigdata/test/5118cbe9894006f58312565294e85556.png: 512x512 4 Atelectasiss, 7 Calcifications, 1 Cardiomegaly, 3 Consolidations, 1 ILD, 3 Infiltrations, 9 Lung Opacitys, 5 Nodule/Masss, 10 Other lesions, 4 Pleural effusions, 19 Pleural thickenings, 24 Pulmonary fibrosiss, Done. (1.435s)\r\n",
      "image 887/3000 /kaggle/working/../input/vinbigdata/test/511d77216f874b95d6070d31abb5ac6d.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 2 ILDs, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.435s)\r\n",
      "image 888/3000 /kaggle/working/../input/vinbigdata/test/5125bef2ea04ca1c3c197576ffccebe5.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 ILD, 1 Nodule/Mass, 7 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.409s)\r\n",
      "image 889/3000 /kaggle/working/../input/vinbigdata/test/512ab0e4091190c453987236dd18c14e.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.412s)\r\n",
      "image 890/3000 /kaggle/working/../input/vinbigdata/test/512bac5557727b83dd78d39052adf936.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.440s)\r\n",
      "image 891/3000 /kaggle/working/../input/vinbigdata/test/5149be077d0b6e167ccc0f9c3e3de686.png: 512x512 2 Aortic enlargements, 2 ILDs, 1 Other lesion, Done. (1.508s)\r\n",
      "image 892/3000 /kaggle/working/../input/vinbigdata/test/5157d5c9b1f0004b29310652ea54e825.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Nodule/Mass, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.448s)\r\n",
      "image 893/3000 /kaggle/working/../input/vinbigdata/test/5164cecc1932454bd2f467ebb4ea0650.png: 512x512 1 Atelectasis, 2 Calcifications, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.437s)\r\n",
      "image 894/3000 /kaggle/working/../input/vinbigdata/test/5166706a90bb749862f3e3a5b7dd52fb.png: 512x512 1 Aortic enlargement, 1 Other lesion, 6 Pleural thickenings, Done. (1.408s)\r\n",
      "image 895/3000 /kaggle/working/../input/vinbigdata/test/5175798e4a23ac250b47c0c4fd83a725.png: 512x512 1 Aortic enlargement, 2 Consolidations, 2 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.403s)\r\n",
      "image 896/3000 /kaggle/working/../input/vinbigdata/test/51b7daabe78f2a56ec22993e3a77dd3b.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Consolidation, 2 Infiltrations, 4 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 2 Pleural effusions, 4 Pleural thickenings, Done. (1.410s)\r\n",
      "image 897/3000 /kaggle/working/../input/vinbigdata/test/51ba8d89de58ac80db86507e11dcfd03.png: 512x512 1 Aortic enlargement, 4 Calcifications, 1 ILD, 2 Lung Opacitys, 4 Nodule/Masss, 9 Other lesions, 6 Pleural effusions, 10 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 898/3000 /kaggle/working/../input/vinbigdata/test/51c54b6e7df33f0ae4456131227d2a9a.png: 512x512 1 Pleural effusion, 6 Pleural thickenings, Done. (1.474s)\r\n",
      "image 899/3000 /kaggle/working/../input/vinbigdata/test/51dcd45e616257b874c6017e46737417.png: 512x512 1 Aortic enlargement, 2 Consolidations, 4 ILDs, 4 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 2 Pleural effusions, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.411s)\r\n",
      "image 900/3000 /kaggle/working/../input/vinbigdata/test/51f634dd2e12def131b68288f1e7eca1.png: 512x512 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 5 Pleural thickenings, Done. (1.406s)\r\n",
      "image 901/3000 /kaggle/working/../input/vinbigdata/test/521737fe7ce420e5fe1864c36f1f1865.png: 512x512 1 Aortic enlargement, 3 Infiltrations, 5 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 11 Pleural thickenings, 19 Pulmonary fibrosiss, Done. (1.507s)\r\n",
      "image 902/3000 /kaggle/working/../input/vinbigdata/test/523a0dcc2fdba0812176614c5302258c.png: 512x512 1 Aortic enlargement, 2 Pleural effusions, 3 Pleural thickenings, Done. (1.786s)\r\n",
      "image 903/3000 /kaggle/working/../input/vinbigdata/test/524c4a83f27a9e1f28921213261850a7.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 3 Lung Opacitys, 3 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.451s)\r\n",
      "image 904/3000 /kaggle/working/../input/vinbigdata/test/5254623fe2189d170d018917e5833c79.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.426s)\r\n",
      "image 905/3000 /kaggle/working/../input/vinbigdata/test/52547b2bd82aff7a631e41b23990a9ab.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 4 Pleural thickenings, Done. (1.679s)\r\n",
      "image 906/3000 /kaggle/working/../input/vinbigdata/test/5263004c6cdd4b53933a5669c3a4975f.png: 512x512 1 ILD, 1 Infiltration, 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.413s)\r\n",
      "image 907/3000 /kaggle/working/../input/vinbigdata/test/527cb2595339f9379a4af358760e9a50.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 3 ILDs, 2 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.406s)\r\n",
      "image 908/3000 /kaggle/working/../input/vinbigdata/test/5280b2f1ea5c084e2bd8f2fe9447ab84.png: 512x512 1 Aortic enlargement, 3 Atelectasiss, 1 Cardiomegaly, 2 Consolidations, 4 Infiltrations, 6 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 2 Pleural effusions, 13 Pleural thickenings, 15 Pulmonary fibrosiss, Done. (1.401s)\r\n",
      "image 909/3000 /kaggle/working/../input/vinbigdata/test/528800fde9832ed21a8c8c6f45cddf14.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, 5 Pleural thickenings, Done. (1.429s)\r\n",
      "image 910/3000 /kaggle/working/../input/vinbigdata/test/529e1b84a553a1eace23e78a49d041aa.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, Done. (1.420s)\r\n",
      "image 911/3000 /kaggle/working/../input/vinbigdata/test/52c4db1817a8262a7c2afa9c49a4210c.png: 512x512 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 3 Pleural thickenings, Done. (1.409s)\r\n",
      "image 912/3000 /kaggle/working/../input/vinbigdata/test/52c52586097de7c4e1aa3761d28bb5e3.png: 512x512 1 Calcification, 1 Cardiomegaly, 2 Nodule/Masss, 7 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.429s)\r\n",
      "image 913/3000 /kaggle/working/../input/vinbigdata/test/52e03964d4f942fc325a3154e88c4289.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Pleural thickenings, Done. (1.480s)\r\n",
      "image 914/3000 /kaggle/working/../input/vinbigdata/test/52e9686ffccd0f4d3a6c58de8a12259b.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 1 ILD, 3 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 11 Pleural thickenings, 15 Pulmonary fibrosiss, Done. (1.405s)\r\n",
      "image 915/3000 /kaggle/working/../input/vinbigdata/test/52fc86cf7b4c993c983ed3412e781ebf.png: 512x512 1 Pleural effusion, 4 Pleural thickenings, Done. (1.398s)\r\n",
      "image 916/3000 /kaggle/working/../input/vinbigdata/test/53272263f44e3360b23a54230f7becf7.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 1 Other lesion, 3 Pleural thickenings, Done. (1.409s)\r\n",
      "image 917/3000 /kaggle/working/../input/vinbigdata/test/533bf2420ef58839a93d4fcbec6e27ec.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.413s)\r\n",
      "image 918/3000 /kaggle/working/../input/vinbigdata/test/533e87c55ad38b554f3ff19bf751eb14.png: 512x512 1 Aortic enlargement, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 4 Other lesions, 1 Pleural effusion, 10 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.394s)\r\n",
      "image 919/3000 /kaggle/working/../input/vinbigdata/test/5341b6bd8338f8a8374c18b19f737e9a.png: 512x512 2 Aortic enlargements, 1 Pleural effusion, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.406s)\r\n",
      "image 920/3000 /kaggle/working/../input/vinbigdata/test/53675dd5b4676fb96d77abf225209f41.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 2 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.465s)\r\n",
      "image 921/3000 /kaggle/working/../input/vinbigdata/test/536b5b1ff8d718e73afa20299daa9578.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Nodule/Mass, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.403s)\r\n",
      "image 922/3000 /kaggle/working/../input/vinbigdata/test/53881e3f1cab94cd71cf490b9ac5dbe9.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 923/3000 /kaggle/working/../input/vinbigdata/test/53ae3d1a464529cb387ce44aa655846f.png: 512x512 2 Aortic enlargements, 4 Calcifications, 4 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.903s)\r\n",
      "image 924/3000 /kaggle/working/../input/vinbigdata/test/53ee044ed59a68c2d089f8a8f0bd620e.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (1.418s)\r\n",
      "image 925/3000 /kaggle/working/../input/vinbigdata/test/53f6b9d988c8195673ea55343c046187.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pulmonary fibrosis, Done. (1.393s)\r\n",
      "image 926/3000 /kaggle/working/../input/vinbigdata/test/5424def929d8cb11e03df4a5c02df124.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Other lesion, 1 Pulmonary fibrosis, Done. (1.569s)\r\n",
      "image 927/3000 /kaggle/working/../input/vinbigdata/test/543063d457e1f7416a0b80b451064f43.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.416s)\r\n",
      "image 928/3000 /kaggle/working/../input/vinbigdata/test/543f81bf4d0f157b27ce10063bed1c66.png: 512x512 1 Pleural effusion, 9 Pleural thickenings, Done. (1.473s)\r\n",
      "image 929/3000 /kaggle/working/../input/vinbigdata/test/5468cd29e7d6db0d551f2497bed48387.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.425s)\r\n",
      "image 930/3000 /kaggle/working/../input/vinbigdata/test/547c3618a312f5c3cb3095d457483a57.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 3 Cardiomegalys, 2 Consolidations, 1 ILD, 2 Infiltrations, 3 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.416s)\r\n",
      "image 931/3000 /kaggle/working/../input/vinbigdata/test/548cf3241eba5f1482caac5fbc0b9fee.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 8 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 11 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.404s)\r\n",
      "image 932/3000 /kaggle/working/../input/vinbigdata/test/54a6bb5b22305b51f9a17728202d1180.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.444s)\r\n",
      "image 933/3000 /kaggle/working/../input/vinbigdata/test/54cf3b86aba7151a1bbca30db954307e.png: 512x512 6 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, Done. (1.407s)\r\n",
      "image 934/3000 /kaggle/working/../input/vinbigdata/test/54fb9abeb8e92ec3f690a7455d892c3a.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 2 Infiltrations, 3 Lung Opacitys, 6 Nodule/Masss, 4 Other lesions, 2 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.431s)\r\n",
      "image 935/3000 /kaggle/working/../input/vinbigdata/test/552e53af89d7ae4c482cb935ac1542b7.png: 512x512 1 Aortic enlargement, 5 Atelectasiss, 2 Calcifications, 4 Consolidations, 1 ILD, 4 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 2 Pleural effusions, 14 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.458s)\r\n",
      "image 936/3000 /kaggle/working/../input/vinbigdata/test/5559843d1f057bcaa0d9b5d56a9a3d46.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, Done. (1.425s)\r\n",
      "image 937/3000 /kaggle/working/../input/vinbigdata/test/558622a97e3722ee974a2c8dddc4ca80.png: 512x512 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.421s)\r\n",
      "image 938/3000 /kaggle/working/../input/vinbigdata/test/558b20219d89e3918384de0ffffaec60.png: 512x512 6 Aortic enlargements, 3 Calcifications, 2 Cardiomegalys, 1 Lung Opacity, 2 Nodule/Masss, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.420s)\r\n",
      "image 939/3000 /kaggle/working/../input/vinbigdata/test/55a3c0036c2d994975cfd350a79cf69e.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 ILD, 5 Pleural thickenings, Done. (1.395s)\r\n",
      "image 940/3000 /kaggle/working/../input/vinbigdata/test/55af1c9a0c2d59b4b6a07797df35b0d5.png: 512x512 1 Pleural effusion, 1 Pleural thickening, Done. (1.411s)\r\n",
      "image 941/3000 /kaggle/working/../input/vinbigdata/test/560ff4beac01961b07e664cda2419933.png: 512x512 1 Pleural effusion, 2 Pleural thickenings, Done. (1.413s)\r\n",
      "image 942/3000 /kaggle/working/../input/vinbigdata/test/56237d3770e31568eb965067d2d948af.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Pleural thickening, 3 Pulmonary fibrosiss, Done. (1.404s)\r\n",
      "image 943/3000 /kaggle/working/../input/vinbigdata/test/5638340de6412cce7a4b7a81b7b1d92a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 1 Pleural thickening, Done. (1.468s)\r\n",
      "image 944/3000 /kaggle/working/../input/vinbigdata/test/564141a415cfa32841bb2de146faa5eb.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 1 Pleural thickening, Done. (1.950s)\r\n",
      "image 945/3000 /kaggle/working/../input/vinbigdata/test/5644031df0b3584a477f0454acb7b291.png: 512x512 2 Aortic enlargements, 1 Consolidation, 1 Infiltration, 10 Lung Opacitys, 4 Other lesions, 12 Pleural effusions, 10 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.444s)\r\n",
      "image 946/3000 /kaggle/working/../input/vinbigdata/test/566a004f7fbde95775f15ece4975d65a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Other lesions, 9 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.457s)\r\n",
      "image 947/3000 /kaggle/working/../input/vinbigdata/test/56beeb20098b516474d17a9c36b23c7c.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 2 Consolidations, 2 Infiltrations, 7 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 3 Pleural effusions, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.629s)\r\n",
      "image 948/3000 /kaggle/working/../input/vinbigdata/test/56cb181941ae9b45448469cc0e420ba7.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 3 Nodule/Masss, 2 Other lesions, 2 Pleural thickenings, Done. (1.395s)\r\n",
      "image 949/3000 /kaggle/working/../input/vinbigdata/test/56df1818b6567b2e812e615365b22e60.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.400s)\r\n",
      "image 950/3000 /kaggle/working/../input/vinbigdata/test/56e3aa531cd2b4c2a597657ce69bea4f.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 2 Infiltrations, 3 Lung Opacitys, 4 Other lesions, 5 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.494s)\r\n",
      "image 951/3000 /kaggle/working/../input/vinbigdata/test/56f24c084776e6bef2576015b4caf11d.png: 512x512 1 Other lesion, 2 Pleural thickenings, Done. (1.418s)\r\n",
      "image 952/3000 /kaggle/working/../input/vinbigdata/test/570cc0e3366db46a98ef038a6b5f0489.png: 512x512 2 Pleural effusions, 3 Pleural thickenings, Done. (1.439s)\r\n",
      "image 953/3000 /kaggle/working/../input/vinbigdata/test/57169906bb821d83315d3291af052418.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.429s)\r\n",
      "image 954/3000 /kaggle/working/../input/vinbigdata/test/5790429cd6ee14e2fbce734dba47dc21.png: 512x512 2 Aortic enlargements, 1 Pleural effusion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.406s)\r\n",
      "image 955/3000 /kaggle/working/../input/vinbigdata/test/5797ed009ccc4840c86e430aa66f3e8e.png: 512x512 1 Aortic enlargement, 6 Pleural thickenings, Done. (1.419s)\r\n",
      "image 956/3000 /kaggle/working/../input/vinbigdata/test/57a1009ac321900b0c1743e721e3a1e5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.419s)\r\n",
      "image 957/3000 /kaggle/working/../input/vinbigdata/test/57a1a6b02398e336508aa57ecf962e74.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 13 ILDs, 7 Infiltrations, 8 Lung Opacitys, 12 Other lesions, 3 Pleural effusions, 20 Pleural thickenings, 19 Pulmonary fibrosiss, Done. (1.480s)\r\n",
      "image 958/3000 /kaggle/working/../input/vinbigdata/test/57a32a219495bdff5cd72597688a46d2.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Consolidations, 1 ILD, 3 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.394s)\r\n",
      "image 959/3000 /kaggle/working/../input/vinbigdata/test/57b473e8eaf284e0d3321d9def714930.png: 512x512 4 Aortic enlargements, 1 Calcification, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 3 Nodule/Masss, 5 Other lesions, 1 Pleural thickening, Done. (1.415s)\r\n",
      "image 960/3000 /kaggle/working/../input/vinbigdata/test/57c89de7d680ee5e4a85d047c68b6050.png: 512x512 1 ILD, 1 Other lesion, 3 Pleural thickenings, Done. (1.419s)\r\n",
      "image 961/3000 /kaggle/working/../input/vinbigdata/test/57ced2cce18cbee790add6d5d3330aa1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.469s)\r\n",
      "image 962/3000 /kaggle/working/../input/vinbigdata/test/57d8fda3ee850a41defcfd7e17673395.png: 512x512 1 Aortic enlargement, 2 Other lesions, 2 Pleural thickenings, Done. (1.427s)\r\n",
      "image 963/3000 /kaggle/working/../input/vinbigdata/test/57efd697f8ed1fe9bd4c44a139b7aa66.png: 512x512 1 Aortic enlargement, 2 Calcifications, 4 ILDs, 1 Pulmonary fibrosis, Done. (1.427s)\r\n",
      "image 964/3000 /kaggle/working/../input/vinbigdata/test/57f397ca3063fa50ecf48b1929e9afba.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 2 Nodule/Masss, 1 Other lesion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.427s)\r\n",
      "image 965/3000 /kaggle/working/../input/vinbigdata/test/57fdcbf8bf0215b154b097ee3cbe7c10.png: 512x512 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 9 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.496s)\r\n",
      "image 966/3000 /kaggle/working/../input/vinbigdata/test/580909ae5a366bc3fd7524d97cf1e771.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, Done. (1.975s)\r\n",
      "image 967/3000 /kaggle/working/../input/vinbigdata/test/5817c3257a58b34a43122134fc3115f9.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Pleural thickenings, Done. (1.424s)\r\n",
      "image 968/3000 /kaggle/working/../input/vinbigdata/test/5820b002c7643e23208a87a986818348.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.643s)\r\n",
      "image 969/3000 /kaggle/working/../input/vinbigdata/test/5852bd535b5b625b64bc5b8c2f59f0b3.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Other lesions, 1 Pleural effusion, Done. (1.416s)\r\n",
      "image 970/3000 /kaggle/working/../input/vinbigdata/test/585e0273f62af98bf949addee0a2efea.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 2 Other lesions, 2 Pulmonary fibrosiss, Done. (1.427s)\r\n",
      "image 971/3000 /kaggle/working/../input/vinbigdata/test/58675a9b3a6015291c518c1327d81ab5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.452s)\r\n",
      "image 972/3000 /kaggle/working/../input/vinbigdata/test/588634981efe8a011372632c6d76eea0.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Other lesion, 3 Pleural thickenings, Done. (1.507s)\r\n",
      "image 973/3000 /kaggle/working/../input/vinbigdata/test/5889a7857b883db3bee6ad8ed4a6f955.png: 512x512 1 Aortic enlargement, 1 ILD, 4 Pleural thickenings, Done. (1.458s)\r\n",
      "image 974/3000 /kaggle/working/../input/vinbigdata/test/588b9e528e57a25e8985888133d3af61.png: 512x512 3 Aortic enlargements, 3 Calcifications, 2 Cardiomegalys, 1 Lung Opacity, 2 Nodule/Masss, 6 Other lesions, 2 Pleural effusions, 12 Pleural thickenings, Done. (1.436s)\r\n",
      "image 975/3000 /kaggle/working/../input/vinbigdata/test/58a34363814d97cd8dd5c26f5673d6cb.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Nodule/Mass, 10 Other lesions, Done. (1.442s)\r\n",
      "image 976/3000 /kaggle/working/../input/vinbigdata/test/58baa9b0269a2987f5475a554033c4b1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.436s)\r\n",
      "image 977/3000 /kaggle/working/../input/vinbigdata/test/58d2bf66beb82854825bef7db742819f.png: 512x512 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 978/3000 /kaggle/working/../input/vinbigdata/test/58d5bdf590c4892a7a1dff01b6be48ba.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.411s)\r\n",
      "image 979/3000 /kaggle/working/../input/vinbigdata/test/58d76e6dae9bbb3a24fe79f771b735a6.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 3 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.473s)\r\n",
      "image 980/3000 /kaggle/working/../input/vinbigdata/test/5927e15c854e4b6ba3fda0539251b91a.png: 512x512 3 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 1 ILD, 5 Other lesions, Done. (1.422s)\r\n",
      "image 981/3000 /kaggle/working/../input/vinbigdata/test/594fb89413087c080ddd2c97a3f6acf0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.413s)\r\n",
      "image 982/3000 /kaggle/working/../input/vinbigdata/test/59779a96f5abd70d14a67ebdd4502d60.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 3 Lung Opacitys, 8 Other lesions, 7 Pleural effusions, 10 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 983/3000 /kaggle/working/../input/vinbigdata/test/5994672502a02f2e1d49b164e16ab4af.png: 512x512 1 Aortic enlargement, 2 ILDs, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.419s)\r\n",
      "image 984/3000 /kaggle/working/../input/vinbigdata/test/5995bef3891e94a9666695e1302247cc.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 6 Pleural thickenings, Done. (1.421s)\r\n",
      "image 985/3000 /kaggle/working/../input/vinbigdata/test/59c201e80a79922c74bf490f5f571369.png: 512x512 Done. (1.435s)\r\n",
      "image 986/3000 /kaggle/working/../input/vinbigdata/test/59c9c25f625f58bb64d3c79ddf8f2780.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 2 ILDs, 1 Nodule/Mass, 2 Other lesions, Done. (1.404s)\r\n",
      "image 987/3000 /kaggle/working/../input/vinbigdata/test/59da30abf63819b706a361028157735e.png: 512x512 1 Calcification, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.533s)\r\n",
      "image 988/3000 /kaggle/working/../input/vinbigdata/test/59da7ba739c19ecee53fbcb6f6d1f707.png: 512x512 2 ILDs, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.998s)\r\n",
      "image 989/3000 /kaggle/working/../input/vinbigdata/test/5a09dc583a83bf49eb3a245a4dcbea1d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Pleural thickenings, Done. (1.689s)\r\n",
      "image 990/3000 /kaggle/working/../input/vinbigdata/test/5a29c1b605b7a41733a9bbecdd70de2b.png: 512x512 2 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 5 ILDs, 7 Other lesions, 2 Pulmonary fibrosiss, Done. (1.449s)\r\n",
      "image 991/3000 /kaggle/working/../input/vinbigdata/test/5a2e907a3101a321fb0906de1a110006.png: 512x512 1 ILD, 1 Infiltration, 1 Other lesion, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.422s)\r\n",
      "image 992/3000 /kaggle/working/../input/vinbigdata/test/5a4adb39fcdcf0851d445970acfa17e7.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 4 Calcifications, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 3 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.443s)\r\n",
      "image 993/3000 /kaggle/working/../input/vinbigdata/test/5a5364fb4f700d6a3daad03dc7a3eefc.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, Done. (1.434s)\r\n",
      "image 994/3000 /kaggle/working/../input/vinbigdata/test/5a5981d693eb84fee6381d8e41a3e27d.png: 512x512 1 Aortic enlargement, 1 Calcification, 5 Lung Opacitys, 2 Nodule/Masss, 1 Other lesion, 4 Pleural effusions, 10 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.474s)\r\n",
      "image 995/3000 /kaggle/working/../input/vinbigdata/test/5a719936747485b2902623a89643a508.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 2 Pleural effusions, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.436s)\r\n",
      "image 996/3000 /kaggle/working/../input/vinbigdata/test/5a823d8330fbfc71c32173de09b74b01.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 9 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.444s)\r\n",
      "image 997/3000 /kaggle/working/../input/vinbigdata/test/5a85e877ecee5e7fd6cf3b9a4bc802d2.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 2 Infiltrations, 4 Lung Opacitys, 6 Nodule/Masss, 8 Other lesions, 7 Pleural thickenings, Done. (1.423s)\r\n",
      "image 998/3000 /kaggle/working/../input/vinbigdata/test/5aa416acbc31207ebc35faed872c8e3d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Other lesions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.428s)\r\n",
      "image 999/3000 /kaggle/working/../input/vinbigdata/test/5ab94e57ccb8175f3b1969059c55ea9d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.433s)\r\n",
      "image 1000/3000 /kaggle/working/../input/vinbigdata/test/5acff5ccf1bcb3137e2c12dc99919396.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.452s)\r\n",
      "image 1001/3000 /kaggle/working/../input/vinbigdata/test/5ae703e09cb7b139ccb6824a79d26efa.png: 512x512 1 Aortic enlargement, 1 Consolidation, 5 ILDs, 3 Infiltrations, 2 Lung Opacitys, 3 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.489s)\r\n",
      "image 1002/3000 /kaggle/working/../input/vinbigdata/test/5af59b2dc1595664ab6aaf11ea7887af.png: 512x512 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pleural thickening, Done. (1.427s)\r\n",
      "image 1003/3000 /kaggle/working/../input/vinbigdata/test/5b12004cef17343beaf944f5868016c3.png: 512x512 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.439s)\r\n",
      "image 1004/3000 /kaggle/working/../input/vinbigdata/test/5b1e75dd15524be14eb8722cb4370490.png: 512x512 1 ILD, 1 Pleural effusion, 9 Pleural thickenings, Done. (1.442s)\r\n",
      "image 1005/3000 /kaggle/working/../input/vinbigdata/test/5b26309e228cdffb49fee96063e2c880.png: 512x512 1 Nodule/Mass, 1 Other lesion, 3 Pleural thickenings, Done. (1.438s)\r\n",
      "image 1006/3000 /kaggle/working/../input/vinbigdata/test/5b26a75de620121bcdf0b76e15fbbd3f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, Done. (1.431s)\r\n",
      "image 1007/3000 /kaggle/working/../input/vinbigdata/test/5b3620a56668010877cfafa9322e18b5.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.431s)\r\n",
      "image 1008/3000 /kaggle/working/../input/vinbigdata/test/5b50b56feb8f2129463d1c825ceb00f0.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.451s)\r\n",
      "image 1009/3000 /kaggle/working/../input/vinbigdata/test/5b60ed5c54d1c07ce7c02515c7499c1c.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Lung Opacitys, 3 Other lesions, 1 Pleural thickening, Done. (1.467s)\r\n",
      "image 1010/3000 /kaggle/working/../input/vinbigdata/test/5b6707d336c733e0a8d4233bb08483c7.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 5 Pleural thickenings, Done. (2.035s)\r\n",
      "image 1011/3000 /kaggle/working/../input/vinbigdata/test/5b77e693767a6cf469f16bd9e498f780.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.422s)\r\n",
      "image 1012/3000 /kaggle/working/../input/vinbigdata/test/5b7e2ccb87c1e20394f7a84f3bb8c821.png: 512x512 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 5 Pleural thickenings, Done. (1.432s)\r\n",
      "image 1013/3000 /kaggle/working/../input/vinbigdata/test/5ba0a669fd3430e9386758e838210b98.png: 512x512 2 Aortic enlargements, 1 Consolidation, 2 ILDs, 2 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.431s)\r\n",
      "image 1014/3000 /kaggle/working/../input/vinbigdata/test/5ba94d99f827e546b59846aa66eea08c.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 3 ILDs, 1 Infiltration, 4 Lung Opacitys, 1 Nodule/Mass, 8 Other lesions, 2 Pleural effusions, 6 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.402s)\r\n",
      "image 1015/3000 /kaggle/working/../input/vinbigdata/test/5bac00dc9f948cebf2b3abe05a1ed729.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 5 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.408s)\r\n",
      "image 1016/3000 /kaggle/working/../input/vinbigdata/test/5bb1e2eb9e2886652aa3a4c4ab01ae7a.png: 512x512 2 Calcifications, 2 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.492s)\r\n",
      "image 1017/3000 /kaggle/working/../input/vinbigdata/test/5bdeac502c30eb11341c174fd8276e4d.png: 512x512 1 Aortic enlargement, 6 Pleural thickenings, Done. (1.421s)\r\n",
      "image 1018/3000 /kaggle/working/../input/vinbigdata/test/5be05d9818c57db3635e33dca8315507.png: 512x512 1 Pleural thickening, Done. (1.435s)\r\n",
      "image 1019/3000 /kaggle/working/../input/vinbigdata/test/5beee832c007826c93c25ba287ee4d48.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.421s)\r\n",
      "image 1020/3000 /kaggle/working/../input/vinbigdata/test/5bfab539ea74f0a5051707ca62f562b6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.427s)\r\n",
      "image 1021/3000 /kaggle/working/../input/vinbigdata/test/5c0e796a597b61fba079b721221267a4.png: 512x512 1 Aortic enlargement, 2 Pleural effusions, 10 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.408s)\r\n",
      "image 1022/3000 /kaggle/working/../input/vinbigdata/test/5c0fa88ca172de9b668b330f0b4d7e60.png: 512x512 1 Pleural effusion, 2 Pleural thickenings, Done. (1.410s)\r\n",
      "image 1023/3000 /kaggle/working/../input/vinbigdata/test/5c1dd749315a3713355b35ab28fdebb9.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Calcification, 2 Cardiomegalys, 3 Consolidations, 2 ILDs, 3 Infiltrations, 3 Lung Opacitys, 4 Nodule/Masss, 15 Other lesions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.472s)\r\n",
      "image 1024/3000 /kaggle/working/../input/vinbigdata/test/5c22ee484c55a079ac153153368ecd60.png: 512x512 1 Aortic enlargement, 2 Cardiomegalys, 5 ILDs, 4 Infiltrations, 4 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 3 Pleural effusions, 7 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 1025/3000 /kaggle/working/../input/vinbigdata/test/5c4202e130bd01f555e57d8503de6491.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 4 Pleural thickenings, Done. (1.397s)\r\n",
      "image 1026/3000 /kaggle/working/../input/vinbigdata/test/5c55f871429730b84a8ee275839b8aae.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.399s)\r\n",
      "image 1027/3000 /kaggle/working/../input/vinbigdata/test/5c696936abfc9bbded3d8fd2fa853678.png: 512x512 4 Aortic enlargements, 3 Calcifications, 1 ILD, 1 Nodule/Mass, 1 Other lesion, 1 Pulmonary fibrosis, Done. (1.409s)\r\n",
      "image 1028/3000 /kaggle/working/../input/vinbigdata/test/5c6ffc9cdf3d6d485aaf30a52eb9b525.png: 512x512 5 Pleural thickenings, Done. (1.419s)\r\n",
      "image 1029/3000 /kaggle/working/../input/vinbigdata/test/5ca63942b0365ee7a3b26b6453f4076d.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.406s)\r\n",
      "image 1030/3000 /kaggle/working/../input/vinbigdata/test/5cd3d3d32b73aba570d20a9a54a6be24.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 5 Pleural thickenings, Done. (1.399s)\r\n",
      "image 1031/3000 /kaggle/working/../input/vinbigdata/test/5cd7b69add950d3e0fd7d6a0b84d9ce3.png: 512x512 6 Aortic enlargements, 3 Calcifications, 2 Cardiomegalys, 3 Other lesions, 1 Pleural thickening, Done. (1.678s)\r\n",
      "image 1032/3000 /kaggle/working/../input/vinbigdata/test/5cecfb5a445acc92080b9fbdf321a4eb.png: 512x512 4 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 4 ILDs, 2 Lung Opacitys, 2 Nodule/Masss, 1 Other lesion, 1 Pneumothorax, 3 Pulmonary fibrosiss, Done. (1.904s)\r\n",
      "image 1033/3000 /kaggle/working/../input/vinbigdata/test/5d29e7137d24e923a347d54eb81eefcd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.411s)\r\n",
      "image 1034/3000 /kaggle/working/../input/vinbigdata/test/5d47fc0830ff38a5a584e9fc83928990.png: 512x512 1 Other lesion, 1 Pleural thickening, Done. (1.416s)\r\n",
      "image 1035/3000 /kaggle/working/../input/vinbigdata/test/5d4e0afb1579da54bc7a06f1fe159349.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 2 Nodule/Masss, 1 Other lesion, 6 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.403s)\r\n",
      "image 1036/3000 /kaggle/working/../input/vinbigdata/test/5d63f31cc8e21664c69bd7613b1b76e4.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Consolidation, 3 ILDs, 5 Infiltrations, 5 Lung Opacitys, 5 Nodule/Masss, 3 Other lesions, 2 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.403s)\r\n",
      "image 1037/3000 /kaggle/working/../input/vinbigdata/test/5d6805e3bd24dcb9489d6718b9e60875.png: 512x512 2 Pleural thickenings, Done. (1.428s)\r\n",
      "image 1038/3000 /kaggle/working/../input/vinbigdata/test/5d6a25163584e7b05a528d3f94fda500.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 9 Pleural thickenings, Done. (1.458s)\r\n",
      "image 1039/3000 /kaggle/working/../input/vinbigdata/test/5d6e9e74f44b6f359525af6c176bf9fa.png: 512x512 2 Aortic enlargements, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 2 Pleural effusions, 10 Pleural thickenings, Done. (1.398s)\r\n",
      "image 1040/3000 /kaggle/working/../input/vinbigdata/test/5d74f8fd78068c30775dc2c98790e8b9.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 2 Lung Opacitys, 4 Other lesions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.435s)\r\n",
      "image 1041/3000 /kaggle/working/../input/vinbigdata/test/5d8ade464909d72789ba814870c30e0d.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 6 Pleural thickenings, Done. (1.389s)\r\n",
      "image 1042/3000 /kaggle/working/../input/vinbigdata/test/5d8d9b5c072bbc2a4a2a0b89cd35ee9f.png: 512x512 2 Aortic enlargements, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.394s)\r\n",
      "image 1043/3000 /kaggle/working/../input/vinbigdata/test/5da88679ea6837b341bb17cf40877cea.png: 512x512 6 Aortic enlargements, 2 Cardiomegalys, 5 Other lesions, 1 Pulmonary fibrosis, Done. (1.406s)\r\n",
      "image 1044/3000 /kaggle/working/../input/vinbigdata/test/5dc955f7d99449f88928d0fdd492533b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Other lesion, 1 Pleural thickening, 3 Pulmonary fibrosiss, Done. (1.423s)\r\n",
      "image 1045/3000 /kaggle/working/../input/vinbigdata/test/5dcc32890d8892aa5583f07b8308f6d9.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, Done. (1.408s)\r\n",
      "image 1046/3000 /kaggle/working/../input/vinbigdata/test/5dcc4cf4ea03103c20218117eb9fb9b0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, Done. (1.457s)\r\n",
      "image 1047/3000 /kaggle/working/../input/vinbigdata/test/5dda48765ebe01374eecab8e65821615.png: 512x512 2 Aortic enlargements, 5 Calcifications, 2 Lung Opacitys, 3 Nodule/Masss, 9 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.394s)\r\n",
      "image 1048/3000 /kaggle/working/../input/vinbigdata/test/5df8ceb0c06c1a5a7eae66e68cecc804.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 1049/3000 /kaggle/working/../input/vinbigdata/test/5e0835a600b595340117661ddcf40874.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.463s)\r\n",
      "image 1050/3000 /kaggle/working/../input/vinbigdata/test/5e0c289e7bf4efc3780975780ca3dcf4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.430s)\r\n",
      "image 1051/3000 /kaggle/working/../input/vinbigdata/test/5e0e46b7af5381ca4af6a51e7992a69f.png: 512x512 1 Cardiomegaly, 2 Consolidations, 2 Infiltrations, 7 Lung Opacitys, 3 Other lesions, 7 Pleural effusions, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.420s)\r\n",
      "image 1052/3000 /kaggle/working/../input/vinbigdata/test/5e5fc315d2f1aa94c2a06dd54aaba053.png: 512x512 1 Pleural thickening, Done. (1.664s)\r\n",
      "image 1053/3000 /kaggle/working/../input/vinbigdata/test/5e65e6bc517da1f30cb5ce0ce367efd6.png: 512x512 1 Aortic enlargement, 3 ILDs, 2 Infiltrations, 2 Lung Opacitys, 3 Other lesions, 2 Pleural effusions, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.470s)\r\n",
      "image 1054/3000 /kaggle/working/../input/vinbigdata/test/5e6bdaa0089a60e2d44f8414c188abb3.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.955s)\r\n",
      "image 1055/3000 /kaggle/working/../input/vinbigdata/test/5e74d323e655e680438e743b868d47b8.png: 512x512 1 Aortic enlargement, 2 Consolidations, 1 ILD, 3 Infiltrations, 3 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.416s)\r\n",
      "image 1056/3000 /kaggle/working/../input/vinbigdata/test/5e9b9e927b853f5a95cd487b249e77b2.png: 512x512 2 Aortic enlargements, 2 ILDs, 1 Other lesion, 5 Pleural thickenings, Done. (1.415s)\r\n",
      "image 1057/3000 /kaggle/working/../input/vinbigdata/test/5ead347d71cf5025f286cd0340e8de98.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 6 Pleural thickenings, Done. (1.417s)\r\n",
      "image 1058/3000 /kaggle/working/../input/vinbigdata/test/5ed2380173b2e8517d11c525198474d0.png: 512x512 1 Cardiomegaly, 4 Lung Opacitys, 2 Nodule/Masss, 6 Other lesions, Done. (1.405s)\r\n",
      "image 1059/3000 /kaggle/working/../input/vinbigdata/test/5eda4abc36bf4f4d7553ce62ad167fc3.png: 512x512 4 Pleural thickenings, Done. (1.419s)\r\n",
      "image 1060/3000 /kaggle/working/../input/vinbigdata/test/5ef0d0b605f39b09df42d293e87971e3.png: 512x512 3 Aortic enlargements, 2 Calcifications, 2 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.470s)\r\n",
      "image 1061/3000 /kaggle/working/../input/vinbigdata/test/5f187acbe31f6335db2d8ec41c2815b5.png: 512x512 1 ILD, 5 Pleural thickenings, Done. (1.423s)\r\n",
      "image 1062/3000 /kaggle/working/../input/vinbigdata/test/5f258fac6e0345f01b8253712e83e454.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 5 Other lesions, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.405s)\r\n",
      "image 1063/3000 /kaggle/working/../input/vinbigdata/test/5f465c42b5dabad92561ebc83310755f.png: 512x512 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.413s)\r\n",
      "image 1064/3000 /kaggle/working/../input/vinbigdata/test/5f493090bbd86d604d1032df61b2bc8b.png: 512x512 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 6 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.424s)\r\n",
      "image 1065/3000 /kaggle/working/../input/vinbigdata/test/5f6e71dbd4bfb41dd6ba455f38b55b48.png: 512x512 1 Aortic enlargement, 3 Atelectasiss, 2 Consolidations, 1 ILD, 3 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 11 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.398s)\r\n",
      "image 1066/3000 /kaggle/working/../input/vinbigdata/test/5f6f2b299b3563b39f0a81dc4045f38a.png: 512x512 1 Pleural effusion, 1 Pleural thickening, Done. (1.397s)\r\n",
      "image 1067/3000 /kaggle/working/../input/vinbigdata/test/5f7ff740eb512cd79270692b145d9f43.png: 512x512 2 Pleural effusions, 3 Pleural thickenings, Done. (1.421s)\r\n",
      "image 1068/3000 /kaggle/working/../input/vinbigdata/test/5fa0495898bec4aa9880079a3073ebe9.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, Done. (1.502s)\r\n",
      "image 1069/3000 /kaggle/working/../input/vinbigdata/test/5fb0ad980bcb4764b72c8ec737669801.png: 512x512 1 Aortic enlargement, 2 Calcifications, 2 Cardiomegalys, 9 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.448s)\r\n",
      "image 1070/3000 /kaggle/working/../input/vinbigdata/test/5fbbcff7a47bce1f31ac6ca777e79a2d.png: 512x512 1 Aortic enlargement, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.396s)\r\n",
      "image 1071/3000 /kaggle/working/../input/vinbigdata/test/5fc06f3386f8762ac1d2563520056a95.png: 512x512 2 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 4 ILDs, 3 Lung Opacitys, 2 Nodule/Masss, 14 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.393s)\r\n",
      "image 1072/3000 /kaggle/working/../input/vinbigdata/test/5fc94f48e87133c8b9aa2011b76a50a2.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 5 ILDs, 1 Infiltration, 3 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 5 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.408s)\r\n",
      "image 1073/3000 /kaggle/working/../input/vinbigdata/test/5fe1faff313cb7b3019b7e1686f7ff57.png: 512x512 1 Calcification, 1 ILD, 1 Nodule/Mass, 2 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.642s)\r\n",
      "image 1074/3000 /kaggle/working/../input/vinbigdata/test/6022bb1b65e1ffd7d70a6c5b70bc3962.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 5 Pleural thickenings, Done. (1.395s)\r\n",
      "image 1075/3000 /kaggle/working/../input/vinbigdata/test/6039745a7cf89b4f65da84eaa8c1a226.png: 512x512 4 Pleural thickenings, Done. (1.465s)\r\n",
      "image 1076/3000 /kaggle/working/../input/vinbigdata/test/6039aea81ebf9094b5b3a1be940e09eb.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.770s)\r\n",
      "image 1077/3000 /kaggle/working/../input/vinbigdata/test/603f46ee0064be1ad82c131af4f5c5df.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.538s)\r\n",
      "image 1078/3000 /kaggle/working/../input/vinbigdata/test/60485f64a1de6c652639c3ab84fcd12f.png: 512x512 1 Other lesion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.435s)\r\n",
      "image 1079/3000 /kaggle/working/../input/vinbigdata/test/605186158128f2160564d7b3c9898db3.png: 512x512 1 Atelectasis, 2 Consolidations, 2 ILDs, 2 Infiltrations, 3 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.411s)\r\n",
      "image 1080/3000 /kaggle/working/../input/vinbigdata/test/605dd6be5c1776fcc2435dacb7f9bad1.png: 512x512 2 Calcifications, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 6 Nodule/Masss, 4 Other lesions, 2 Pleural effusions, 12 Pleural thickenings, 15 Pulmonary fibrosiss, Done. (1.433s)\r\n",
      "image 1081/3000 /kaggle/working/../input/vinbigdata/test/6072691c16f225c5758fd5d4750b3044.png: 512x512 1 Aortic enlargement, 2 Calcifications, 2 Cardiomegalys, 1 Consolidation, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 2 Other lesions, 1 Pleural effusion, 1 Pleural thickening, Done. (1.410s)\r\n",
      "image 1082/3000 /kaggle/working/../input/vinbigdata/test/6073528e3a3ae67cf0f69e79c2d65c7a.png: 512x512 Done. (1.478s)\r\n",
      "image 1083/3000 /kaggle/working/../input/vinbigdata/test/608614185411b42c65111af9fc737f35.png: 512x512 1 Calcification, 1 Other lesion, 1 Pleural thickening, Done. (1.401s)\r\n",
      "image 1084/3000 /kaggle/working/../input/vinbigdata/test/6087594b3cfce30c211a8e2edcc3421e.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 4 Pleural thickenings, Done. (1.422s)\r\n",
      "image 1085/3000 /kaggle/working/../input/vinbigdata/test/60c667d029a8c9a394a64e83af944953.png: 512x512 1 Aortic enlargement, 3 ILDs, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.405s)\r\n",
      "image 1086/3000 /kaggle/working/../input/vinbigdata/test/6100bc75e0a668c382d92d5eb9038076.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 3 Pleural thickenings, Done. (1.416s)\r\n",
      "image 1087/3000 /kaggle/working/../input/vinbigdata/test/61073332776c189abf3844bb71f990ab.png: 512x512 1 Pleural thickening, Done. (1.402s)\r\n",
      "image 1088/3000 /kaggle/working/../input/vinbigdata/test/6109bd812d12e7f376d24f936ae44412.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 1 Other lesion, 3 Pleural thickenings, Done. (1.446s)\r\n",
      "image 1089/3000 /kaggle/working/../input/vinbigdata/test/61327c4b99bf9a8459c9bbbb8cdb1e98.png: 512x512 1 Calcification, 1 Cardiomegaly, 6 ILDs, 2 Infiltrations, 1 Lung Opacity, 1 Nodule/Mass, 4 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 1090/3000 /kaggle/working/../input/vinbigdata/test/61353a4bf860223894df6ca7dcd857d1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Pleural thickening, Done. (1.489s)\r\n",
      "image 1091/3000 /kaggle/working/../input/vinbigdata/test/614aa276d0f32f1807409cc1ce713e0e.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 3 Consolidations, 3 Infiltrations, 5 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 1092/3000 /kaggle/working/../input/vinbigdata/test/615103c934a78744f2081127125616a3.png: 512x512 1 Aortic enlargement, 1 Other lesion, Done. (1.408s)\r\n",
      "image 1093/3000 /kaggle/working/../input/vinbigdata/test/615be21de05d7049ddb1652520d7f528.png: 512x512 1 Aortic enlargement, 2 Cardiomegalys, 4 ILDs, 2 Pleural thickenings, Done. (1.437s)\r\n",
      "image 1094/3000 /kaggle/working/../input/vinbigdata/test/615f0f5be81be998158659b735a3e8c8.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 4 Calcifications, 2 Cardiomegalys, 1 Consolidation, 9 ILDs, 7 Infiltrations, 6 Lung Opacitys, 6 Nodule/Masss, 16 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 15 Pulmonary fibrosiss, Done. (1.665s)\r\n",
      "image 1095/3000 /kaggle/working/../input/vinbigdata/test/617ea36830c24b725ac31c81cbe6bdbd.png: 512x512 5 Pleural thickenings, Done. (1.438s)\r\n",
      "image 1096/3000 /kaggle/working/../input/vinbigdata/test/61811eeeb8edb37cac44cdaa6cd30364.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 3 Consolidations, 3 ILDs, 7 Infiltrations, 6 Lung Opacitys, 13 Nodule/Masss, 4 Other lesions, 1 Pleural thickening, 11 Pulmonary fibrosiss, Done. (1.411s)\r\n",
      "image 1097/3000 /kaggle/working/../input/vinbigdata/test/6182777129374eb463e2b20ed36b4011.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 6 Other lesions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.699s)\r\n",
      "image 1098/3000 /kaggle/working/../input/vinbigdata/test/618777b8305b062583337d9a6b7a3d4e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Other lesions, 3 Pleural thickenings, Done. (1.567s)\r\n",
      "image 1099/3000 /kaggle/working/../input/vinbigdata/test/618881f58ff428d49dc4b830c762845f.png: 512x512 5 Pleural thickenings, Done. (1.446s)\r\n",
      "image 1100/3000 /kaggle/working/../input/vinbigdata/test/61b5b9b49242ae40885781dd2c1a2cb0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Infiltrations, 3 Lung Opacitys, 4 Other lesions, 6 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.470s)\r\n",
      "image 1101/3000 /kaggle/working/../input/vinbigdata/test/61c0f32c4fad9cadae858544705625dd.png: 512x512 1 Cardiomegaly, 3 Other lesions, 2 Pleural effusions, 2 Pleural thickenings, Done. (1.453s)\r\n",
      "image 1102/3000 /kaggle/working/../input/vinbigdata/test/61eab9bde303d3cd00fb9a4137b7ea22.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 2 Lung Opacitys, 3 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.413s)\r\n",
      "image 1103/3000 /kaggle/working/../input/vinbigdata/test/62019939690f6d1adffa89335bc8822f.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.404s)\r\n",
      "image 1104/3000 /kaggle/working/../input/vinbigdata/test/622892fc0ef372c3c6c99d593c341f2f.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.422s)\r\n",
      "image 1105/3000 /kaggle/working/../input/vinbigdata/test/624ad6845050f024902fd3fce5402988.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, Done. (1.464s)\r\n",
      "image 1106/3000 /kaggle/working/../input/vinbigdata/test/626185fb9e429be96fdf29f0c1ec665a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 8 Pleural thickenings, Done. (1.416s)\r\n",
      "image 1107/3000 /kaggle/working/../input/vinbigdata/test/6262074ab507148344a09ead5941c3b8.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.418s)\r\n",
      "image 1108/3000 /kaggle/working/../input/vinbigdata/test/627085177f108602d3bdcf13a1748354.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 ILD, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.433s)\r\n",
      "image 1109/3000 /kaggle/working/../input/vinbigdata/test/6273626dc6aded042607dd342de195af.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.419s)\r\n",
      "image 1110/3000 /kaggle/working/../input/vinbigdata/test/62c427184e17db926037ce718ed2d202.png: 512x512 1 Aortic enlargement, 2 Cardiomegalys, 4 Other lesions, 3 Pleural thickenings, Done. (1.423s)\r\n",
      "image 1111/3000 /kaggle/working/../input/vinbigdata/test/62e12180474ea235f3e915afb79b1aaa.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Lung Opacity, 2 Nodule/Masss, 2 Other lesions, 2 Pleural effusions, 10 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.461s)\r\n",
      "image 1112/3000 /kaggle/working/../input/vinbigdata/test/6325341c36f40a4641b62c3131d82b4e.png: 512x512 2 Pleural effusions, 8 Pleural thickenings, Done. (1.491s)\r\n",
      "image 1113/3000 /kaggle/working/../input/vinbigdata/test/6325ed4ab3c3d0233263c751e7452907.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, Done. (1.424s)\r\n",
      "image 1114/3000 /kaggle/working/../input/vinbigdata/test/6330b65f66ce37f9a3a3916a9850c6b5.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 2 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.422s)\r\n",
      "image 1115/3000 /kaggle/working/../input/vinbigdata/test/63766e86c0ffb84139f35b8809380326.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Lung Opacity, 2 Nodule/Masss, 8 Other lesions, 3 Pleural thickenings, Done. (1.735s)\r\n",
      "image 1116/3000 /kaggle/working/../input/vinbigdata/test/63a81da4e2cbd78bdf8eddbdc368b3fb.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Cardiomegalys, 2 ILDs, 1 Lung Opacity, 1 Nodule/Mass, 3 Other lesions, 2 Pleural thickenings, Done. (1.432s)\r\n",
      "image 1117/3000 /kaggle/working/../input/vinbigdata/test/63d11e1a4e6167f0625d0276fa926a47.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 1 Other lesion, 2 Pleural thickenings, Done. (1.413s)\r\n",
      "image 1118/3000 /kaggle/working/../input/vinbigdata/test/63e68d84225031fbfd93bb129a808eb7.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.419s)\r\n",
      "image 1119/3000 /kaggle/working/../input/vinbigdata/test/642719d5349009d7f20e33a5c65752e1.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 2 Consolidations, 2 Infiltrations, 4 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.935s)\r\n",
      "image 1120/3000 /kaggle/working/../input/vinbigdata/test/645e178a29fb3afd99c82be559afb26e.png: 512x512 2 Aortic enlargements, 1 Nodule/Mass, 2 Other lesions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.401s)\r\n",
      "image 1121/3000 /kaggle/working/../input/vinbigdata/test/645f1d663a0008a679a6187bef19e968.png: 512x512 1 Pleural effusion, 3 Pleural thickenings, Done. (1.389s)\r\n",
      "image 1122/3000 /kaggle/working/../input/vinbigdata/test/6490e2cf8ea994ef53c06c287d59085d.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 5 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.414s)\r\n",
      "image 1123/3000 /kaggle/working/../input/vinbigdata/test/64a157c58ebf8f3c33287c75c6ec4767.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pulmonary fibrosis, Done. (1.413s)\r\n",
      "image 1124/3000 /kaggle/working/../input/vinbigdata/test/64fb0a3840ef0a2c922c91571f27688f.png: 512x512 1 Aortic enlargement, 1 Infiltration, 2 Nodule/Masss, 1 Pleural effusion, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.430s)\r\n",
      "image 1125/3000 /kaggle/working/../input/vinbigdata/test/650b995364f405a9341f39f50126ffcf.png: 512x512 1 Aortic enlargement, 1 ILD, 2 Other lesions, 6 Pleural thickenings, Done. (1.404s)\r\n",
      "image 1126/3000 /kaggle/working/../input/vinbigdata/test/651f80308ec0b380af4f031bd547c229.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.401s)\r\n",
      "image 1127/3000 /kaggle/working/../input/vinbigdata/test/65279dbfdffd5d1250e8f7d0293d5727.png: 512x512 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.472s)\r\n",
      "image 1128/3000 /kaggle/working/../input/vinbigdata/test/652ae3349c1019e5b64e7e967f29c5d9.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 3 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.412s)\r\n",
      "image 1129/3000 /kaggle/working/../input/vinbigdata/test/652bd062cf5ccabe5e120d5fecfd46b0.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 2 ILDs, 2 Other lesions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.406s)\r\n",
      "image 1130/3000 /kaggle/working/../input/vinbigdata/test/6547bec43838410978ebabe333495e7a.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 1 Consolidation, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 1 Pleural thickening, Done. (1.391s)\r\n",
      "image 1131/3000 /kaggle/working/../input/vinbigdata/test/6581602a6339fe446da34c3bbc628dc8.png: 512x512 1 Aortic enlargement, 1 ILD, 2 Pleural thickenings, Done. (1.410s)\r\n",
      "image 1132/3000 /kaggle/working/../input/vinbigdata/test/65865c33df06763900eca14fc91390bf.png: 512x512 1 Aortic enlargement, 3 Calcifications, 3 ILDs, 1 Nodule/Mass, 2 Other lesions, 1 Pleural thickening, 5 Pulmonary fibrosiss, Done. (1.388s)\r\n",
      "image 1133/3000 /kaggle/working/../input/vinbigdata/test/658f4a76ab0e81e31d37f12c8c661b3c.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Cardiomegaly, 5 Consolidations, 3 ILDs, 5 Infiltrations, 8 Lung Opacitys, 7 Nodule/Masss, 3 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.429s)\r\n",
      "image 1134/3000 /kaggle/working/../input/vinbigdata/test/65d990620d6cdcf8e92ea7e2eb624fc0.png: 512x512 1 Nodule/Mass, 2 Other lesions, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.464s)\r\n",
      "image 1135/3000 /kaggle/working/../input/vinbigdata/test/65e600f7fd5b8cf1c3027e2165585ed8.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 1 Other lesion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.427s)\r\n",
      "image 1136/3000 /kaggle/working/../input/vinbigdata/test/660579a438aedc7960b0bea9640c2df1.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.672s)\r\n",
      "image 1137/3000 /kaggle/working/../input/vinbigdata/test/660b7e51824df6c7e0cf8d669f7b6485.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.435s)\r\n",
      "image 1138/3000 /kaggle/working/../input/vinbigdata/test/660eef5eec9f1d7af587da0e67222e94.png: 512x512 3 Atelectasiss, 5 Consolidations, 3 ILDs, 5 Infiltrations, 6 Lung Opacitys, 4 Nodule/Masss, 4 Other lesions, 2 Pleural effusions, 8 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.407s)\r\n",
      "image 1139/3000 /kaggle/working/../input/vinbigdata/test/66204c1c0e3628601c10aae51963b5ea.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 4 Pleural thickenings, Done. (1.409s)\r\n",
      "image 1140/3000 /kaggle/working/../input/vinbigdata/test/6621cc841cea87c5e90550935fdfb730.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.409s)\r\n",
      "image 1141/3000 /kaggle/working/../input/vinbigdata/test/662b95447b40328a6844834af8835fd2.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 ILD, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, Done. (2.005s)\r\n",
      "image 1142/3000 /kaggle/working/../input/vinbigdata/test/6637c08da9b3bce162e3aa689da14574.png: 512x512 3 Aortic enlargements, 2 Atelectasiss, 1 Cardiomegaly, 2 Consolidations, 1 ILD, 3 Infiltrations, 10 Lung Opacitys, 2 Nodule/Masss, 11 Other lesions, 5 Pleural effusions, 8 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 1143/3000 /kaggle/working/../input/vinbigdata/test/665c4a6d2693dc0286d65ab479c9b169.png: 512x512 3 Aortic enlargements, 1 Calcification, 3 Cardiomegalys, 3 Consolidations, 4 ILDs, 3 Infiltrations, 5 Lung Opacitys, 12 Nodule/Masss, 3 Other lesions, 1 Pulmonary fibrosis, Done. (1.398s)\r\n",
      "image 1144/3000 /kaggle/working/../input/vinbigdata/test/667ee8460269a5864a0fc00b4a9bf62f.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.396s)\r\n",
      "image 1145/3000 /kaggle/working/../input/vinbigdata/test/66999352526e3fe5ea5e2fcb065eb2c5.png: 512x512 2 Aortic enlargements, 1 Calcification, 3 Other lesions, 2 Pleural thickenings, Done. (1.419s)\r\n",
      "image 1146/3000 /kaggle/working/../input/vinbigdata/test/669a2a0c6d62262965801dee89376343.png: 512x512 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.402s)\r\n",
      "image 1147/3000 /kaggle/working/../input/vinbigdata/test/66d46e46d052f43f708037a2fa8c3587.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.422s)\r\n",
      "image 1148/3000 /kaggle/working/../input/vinbigdata/test/66f3c32f043f484e86d2b3e48777b1a4.png: 512x512 1 Calcification, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 3 Pleural thickenings, Done. (1.459s)\r\n",
      "image 1149/3000 /kaggle/working/../input/vinbigdata/test/66f8ea5f21b26731b6bd4a1574c25abb.png: 512x512 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.684s)\r\n",
      "image 1150/3000 /kaggle/working/../input/vinbigdata/test/66fcdc246e2d6dbe7aae14db8b54d2ef.png: 512x512 1 Nodule/Mass, 1 Pleural thickening, Done. (1.407s)\r\n",
      "image 1151/3000 /kaggle/working/../input/vinbigdata/test/670058d081c80065f0bc1087737093cb.png: 512x512 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.402s)\r\n",
      "image 1152/3000 /kaggle/working/../input/vinbigdata/test/673fdef5f3c813232620a6d2af079cac.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Consolidations, 6 ILDs, 7 Infiltrations, 8 Lung Opacitys, 10 Nodule/Masss, 4 Other lesions, 3 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.397s)\r\n",
      "image 1153/3000 /kaggle/working/../input/vinbigdata/test/67626c635c3b17db4acd9052a06f8be5.png: 512x512 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 3 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.382s)\r\n",
      "image 1154/3000 /kaggle/working/../input/vinbigdata/test/6786d1115f8dd6a72aaf6484ebfcc7aa.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 4 Other lesions, 1 Pleural effusion, 1 Pleural thickening, Done. (1.395s)\r\n",
      "image 1155/3000 /kaggle/working/../input/vinbigdata/test/67b03574d2c2a1cb24109269ceb021c3.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.992s)\r\n",
      "image 1156/3000 /kaggle/working/../input/vinbigdata/test/67b79ff73377ea7e3b3077e7fe493ca0.png: 512x512 2 Aortic enlargements, 2 ILDs, 2 Other lesions, 2 Pleural thickenings, Done. (1.432s)\r\n",
      "image 1157/3000 /kaggle/working/../input/vinbigdata/test/67bbf19b5522fcff2ca65e09b1cd1df8.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 ILDs, 1 Lung Opacity, 4 Pleural thickenings, Done. (1.388s)\r\n",
      "image 1158/3000 /kaggle/working/../input/vinbigdata/test/67d7e1cdaf6a8da4b2247f70d06718e3.png: 512x512 1 Atelectasis, 3 Calcifications, 1 Consolidation, 2 ILDs, 4 Infiltrations, 5 Lung Opacitys, 8 Nodule/Masss, 8 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 1159/3000 /kaggle/working/../input/vinbigdata/test/67f342c22873acfcf19d3b6501e53802.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Consolidation, 1 Infiltration, 4 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.406s)\r\n",
      "image 1160/3000 /kaggle/working/../input/vinbigdata/test/6818934fdace67a5ebca75f90d598002.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.393s)\r\n",
      "image 1161/3000 /kaggle/working/../input/vinbigdata/test/68586360d876ffd615409150466439f2.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 5 Lung Opacitys, 2 Nodule/Masss, 7 Other lesions, 3 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.404s)\r\n",
      "image 1162/3000 /kaggle/working/../input/vinbigdata/test/687a7fcfa8f707f5770e5191f0008037.png: 512x512 1 Cardiomegaly, 1 Infiltration, 3 Lung Opacitys, 1 Other lesion, 2 Pleural thickenings, Done. (1.392s)\r\n",
      "image 1163/3000 /kaggle/working/../input/vinbigdata/test/688ecdb1a4e994d42b5a50a8c4a9736f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.457s)\r\n",
      "image 1164/3000 /kaggle/working/../input/vinbigdata/test/68c57d93f9fcc74a760de0a64c6bc883.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 2 Infiltrations, 1 Lung Opacity, 1 Other lesion, 8 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.441s)\r\n",
      "image 1165/3000 /kaggle/working/../input/vinbigdata/test/68de8599cb0dad09fd695e507f3ddfd0.png: 512x512 1 Other lesion, Done. (1.438s)\r\n",
      "image 1166/3000 /kaggle/working/../input/vinbigdata/test/68ea2c78d412b314ebe9b7261173f274.png: 512x512 5 Other lesions, 3 Pleural thickenings, Done. (1.425s)\r\n",
      "image 1167/3000 /kaggle/working/../input/vinbigdata/test/690bb572300ef08bbbb7ebf4196099cf.png: 512x512 1 Nodule/Mass, 3 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.402s)\r\n",
      "image 1168/3000 /kaggle/working/../input/vinbigdata/test/690f60dc7bb8faf32394031b8c300891.png: 512x512 1 Atelectasis, 1 Consolidation, 2 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 10 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 1169/3000 /kaggle/working/../input/vinbigdata/test/692132c8de743f5d8d37c499fda700e7.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.438s)\r\n",
      "image 1170/3000 /kaggle/working/../input/vinbigdata/test/693b9d7ca60ce47d15fb730a3a0ad999.png: 512x512 1 Aortic enlargement, 3 ILDs, 3 Infiltrations, 2 Lung Opacitys, 2 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.687s)\r\n",
      "image 1171/3000 /kaggle/working/../input/vinbigdata/test/69454c090ae1d9ff81da56af7c2d27b8.png: 512x512 1 Aortic enlargement, 4 Calcifications, 2 Cardiomegalys, 1 Infiltration, 2 Lung Opacitys, 5 Nodule/Masss, 10 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 20 Pulmonary fibrosiss, Done. (1.410s)\r\n",
      "image 1172/3000 /kaggle/working/../input/vinbigdata/test/6959b17325347f030bc39218814e23b5.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 2 ILDs, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.391s)\r\n",
      "image 1173/3000 /kaggle/working/../input/vinbigdata/test/69697ec2f4497b9c4da61a96b30ded28.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.430s)\r\n",
      "image 1174/3000 /kaggle/working/../input/vinbigdata/test/696b2f74de8b69decbb4f884b77c7429.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 2 Pleural effusions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.421s)\r\n",
      "image 1175/3000 /kaggle/working/../input/vinbigdata/test/699a8677439fd564ed21abdbf7b44db0.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (1.392s)\r\n",
      "image 1176/3000 /kaggle/working/../input/vinbigdata/test/69aae4076223158f2e0cfe8f6f74ce68.png: 512x512 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.409s)\r\n",
      "image 1177/3000 /kaggle/working/../input/vinbigdata/test/69c3b647eb846e099161d2a162ea5ce0.png: 512x512 1 Aortic enlargement, 2 Calcifications, 7 ILDs, 3 Infiltrations, 3 Lung Opacitys, 2 Nodule/Masss, 5 Other lesions, 6 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.859s)\r\n",
      "image 1178/3000 /kaggle/working/../input/vinbigdata/test/69cab0314beaa8eefe2f3b4d316b2642.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 5 ILDs, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.509s)\r\n",
      "image 1179/3000 /kaggle/working/../input/vinbigdata/test/69cdda9dc9e51f15384964918ef50806.png: 512x512 1 Cardiomegaly, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.420s)\r\n",
      "image 1180/3000 /kaggle/working/../input/vinbigdata/test/69d19f0d8ac223581188a5adf05cd313.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, Done. (1.403s)\r\n",
      "image 1181/3000 /kaggle/working/../input/vinbigdata/test/69e11ab385dac820accda778f80af430.png: 512x512 4 Other lesions, 1 Pleural thickening, Done. (1.425s)\r\n",
      "image 1182/3000 /kaggle/working/../input/vinbigdata/test/69f8a7c2bc453e0c3c71442dd0c46d91.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Infiltrations, 2 Lung Opacitys, 1 Other lesion, 1 Pleural thickening, 4 Pulmonary fibrosiss, Done. (1.410s)\r\n",
      "image 1183/3000 /kaggle/working/../input/vinbigdata/test/69fa47c3c46618fe8c58966a2cc66aef.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.411s)\r\n",
      "image 1184/3000 /kaggle/working/../input/vinbigdata/test/6a31846520f47386beb48675231cde3b.png: 512x512 2 Nodule/Masss, 1 Other lesion, 2 Pleural effusions, 7 Pleural thickenings, Done. (1.423s)\r\n",
      "image 1185/3000 /kaggle/working/../input/vinbigdata/test/6a5838d715564084f35e0719e58fe610.png: 512x512 1 Aortic enlargement, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.470s)\r\n",
      "image 1186/3000 /kaggle/working/../input/vinbigdata/test/6a7a509436c9822e6481247f7df41779.png: 512x512 3 Aortic enlargements, 1 ILD, 1 Lung Opacity, 2 Other lesions, Done. (1.401s)\r\n",
      "image 1187/3000 /kaggle/working/../input/vinbigdata/test/6ae39ad5e196a92fbba5d134ef59463d.png: 512x512 4 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 Lung Opacity, 4 Other lesions, 4 Pleural thickenings, Done. (1.407s)\r\n",
      "image 1188/3000 /kaggle/working/../input/vinbigdata/test/6ae66f1bc9c08766adb65d366a60e2b0.png: 512x512 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.397s)\r\n",
      "image 1189/3000 /kaggle/working/../input/vinbigdata/test/6ae67e95de277c280873ec6a0dd3dc01.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.395s)\r\n",
      "image 1190/3000 /kaggle/working/../input/vinbigdata/test/6af0347de5ced3d7daa3c5db56c4ebf4.png: 512x512 1 Cardiomegaly, 1 Other lesion, 5 Pleural thickenings, Done. (1.398s)\r\n",
      "image 1191/3000 /kaggle/working/../input/vinbigdata/test/6b393b32817f727c23d31e2333876763.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.604s)\r\n",
      "image 1192/3000 /kaggle/working/../input/vinbigdata/test/6b3e4fda37acc0d488a930b100fa0317.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.400s)\r\n",
      "image 1193/3000 /kaggle/working/../input/vinbigdata/test/6b6a6751b4156410868de79d1a6ca72a.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.486s)\r\n",
      "image 1194/3000 /kaggle/working/../input/vinbigdata/test/6b872791e23742f6c33a08fc24f77365.png: 512x512 2 Calcifications, 1 Lung Opacity, 2 Nodule/Masss, 2 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.445s)\r\n",
      "image 1195/3000 /kaggle/working/../input/vinbigdata/test/6b94fef0e417c083388ba961b1d2786a.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 2 Lung Opacitys, 2 Other lesions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.450s)\r\n",
      "image 1196/3000 /kaggle/working/../input/vinbigdata/test/6be87996a6f4e9339892c7b8c3af42f3.png: 512x512 1 Cardiomegaly, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 3 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.437s)\r\n",
      "image 1197/3000 /kaggle/working/../input/vinbigdata/test/6bf51457a3a0798a7d00fdce6d50756f.png: 512x512 1 Aortic enlargement, 4 Calcifications, 2 Cardiomegalys, 1 Lung Opacity, 18 Other lesions, 2 Pulmonary fibrosiss, Done. (1.414s)\r\n",
      "image 1198/3000 /kaggle/working/../input/vinbigdata/test/6c0557a8c8475e92ba4118e480157ff5.png: 512x512 1 Aortic enlargement, 1 ILD, 2 Other lesions, 5 Pleural thickenings, Done. (1.401s)\r\n",
      "image 1199/3000 /kaggle/working/../input/vinbigdata/test/6c093584e2497ef2129a3bdbaac44060.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 5 Pleural thickenings, 1 Pneumothorax, 1 Pulmonary fibrosis, Done. (1.690s)\r\n",
      "image 1200/3000 /kaggle/working/../input/vinbigdata/test/6c096a44b9b644d74f7a2dc79401f475.png: 512x512 2 Other lesions, 3 Pleural effusions, 7 Pleural thickenings, Done. (1.634s)\r\n",
      "image 1201/3000 /kaggle/working/../input/vinbigdata/test/6c17cc0ca0591575ae3f0ae62fd9edef.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Consolidation, 4 Infiltrations, 6 Lung Opacitys, 5 Nodule/Masss, 4 Other lesions, 4 Pleural effusions, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.398s)\r\n",
      "image 1202/3000 /kaggle/working/../input/vinbigdata/test/6c1abadac7cba4b7ace5ef35d67b0082.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.398s)\r\n",
      "image 1203/3000 /kaggle/working/../input/vinbigdata/test/6c28ef5c6b6bc382a9c5b70fbe7f1864.png: 512x512 2 ILDs, 1 Other lesion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.397s)\r\n",
      "image 1204/3000 /kaggle/working/../input/vinbigdata/test/6c4f50895f5342d5377b80c6dca50ac4.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Pleural effusion, 9 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.406s)\r\n",
      "image 1205/3000 /kaggle/working/../input/vinbigdata/test/6c6c4e6cb64f4291077af260d3f696d1.png: 512x512 1 Other lesion, 3 Pleural thickenings, Done. (1.437s)\r\n",
      "image 1206/3000 /kaggle/working/../input/vinbigdata/test/6c71ea8dbd37e59b995085cd189e1621.png: 512x512 3 ILDs, 6 Infiltrations, 3 Lung Opacitys, 6 Nodule/Masss, 3 Other lesions, 2 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.408s)\r\n",
      "image 1207/3000 /kaggle/working/../input/vinbigdata/test/6c9502d09e81b5505727e86481d2ed51.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.506s)\r\n",
      "image 1208/3000 /kaggle/working/../input/vinbigdata/test/6ca2a9acd3421424f26805ef49e9bdff.png: 512x512 1 Lung Opacity, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.398s)\r\n",
      "image 1209/3000 /kaggle/working/../input/vinbigdata/test/6cbbbc0e77251e60d6f4af673cc19e2a.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Cardiomegaly, 2 Consolidations, 3 Infiltrations, 7 Lung Opacitys, 4 Other lesions, 8 Pleural effusions, 7 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.427s)\r\n",
      "image 1210/3000 /kaggle/working/../input/vinbigdata/test/6cbf4295b5b72bc01ef6fd171ef7733e.png: 512x512 3 Atelectasiss, 2 Calcifications, 1 Cardiomegaly, 6 ILDs, 1 Infiltration, 2 Lung Opacitys, 6 Other lesions, 7 Pleural effusions, 8 Pleural thickenings, 3 Pneumothoraxs, 6 Pulmonary fibrosiss, Done. (1.433s)\r\n",
      "image 1211/3000 /kaggle/working/../input/vinbigdata/test/6cce56dda2a5b90c9ac2987b1a8e3f45.png: 512x512 1 Aortic enlargement, 2 ILDs, 1 Nodule/Mass, 10 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.405s)\r\n",
      "image 1212/3000 /kaggle/working/../input/vinbigdata/test/6cd9d28658e91fe717e33e2f8b10e81a.png: 512x512 1 Aortic enlargement, 2 Cardiomegalys, 2 Consolidations, 4 ILDs, 4 Infiltrations, 6 Lung Opacitys, 4 Nodule/Masss, 11 Other lesions, 5 Pulmonary fibrosiss, Done. (1.574s)\r\n",
      "image 1213/3000 /kaggle/working/../input/vinbigdata/test/6ce0806845f2f73ef1665353979d581f.png: 512x512 1 Other lesion, 1 Pleural effusion, 9 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.421s)\r\n",
      "image 1214/3000 /kaggle/working/../input/vinbigdata/test/6ce444e8adaafc7d20422f662b9ef160.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.437s)\r\n",
      "image 1215/3000 /kaggle/working/../input/vinbigdata/test/6ced1a5ca6625e9c00070e14a98cf816.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.497s)\r\n",
      "image 1216/3000 /kaggle/working/../input/vinbigdata/test/6cf8916303a07f3909297be170f21f7a.png: 512x512 1 Cardiomegaly, 1 ILD, 1 Nodule/Mass, 1 Pleural thickening, Done. (1.422s)\r\n",
      "image 1217/3000 /kaggle/working/../input/vinbigdata/test/6d2219f1c8c4af1e05acfe2c6e02f1d5.png: 512x512 1 Pleural effusion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 1218/3000 /kaggle/working/../input/vinbigdata/test/6d3d6b53f358a983b486e9e03144eb62.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Nodule/Mass, 2 Other lesions, 1 Pleural thickening, Done. (1.420s)\r\n",
      "image 1219/3000 /kaggle/working/../input/vinbigdata/test/6d5cbffaa090403113687a73278ba98e.png: 512x512 1 Aortic enlargement, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.418s)\r\n",
      "image 1220/3000 /kaggle/working/../input/vinbigdata/test/6d63702f8b638639e72c9b72e504d45d.png: 512x512 4 Pleural thickenings, Done. (1.412s)\r\n",
      "image 1221/3000 /kaggle/working/../input/vinbigdata/test/6d7b08da7043a6e7c2d18424e329ced4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 9 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.472s)\r\n",
      "image 1222/3000 /kaggle/working/../input/vinbigdata/test/6da36354fc904b63bc03eb3884e0c35c.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 3 Calcifications, 1 Cardiomegaly, 1 Infiltration, 3 Lung Opacitys, 5 Nodule/Masss, 9 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.907s)\r\n",
      "image 1223/3000 /kaggle/working/../input/vinbigdata/test/6db59ec25f0f8ab882e5ce79b1688aed.png: 512x512 1 Aortic enlargement, 2 ILDs, 1 Lung Opacity, 1 Nodule/Mass, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.397s)\r\n",
      "image 1224/3000 /kaggle/working/../input/vinbigdata/test/6dd5ddb94bf5028c69056c4d9af92cd9.png: 512x512 3 ILDs, 1 Infiltration, 2 Lung Opacitys, 3 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.388s)\r\n",
      "image 1225/3000 /kaggle/working/../input/vinbigdata/test/6ddb758545f7aa226b736fa869cfb946.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.417s)\r\n",
      "image 1226/3000 /kaggle/working/../input/vinbigdata/test/6ddfbc87602afc5ef112b401637ef3ae.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Nodule/Mass, 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.395s)\r\n",
      "image 1227/3000 /kaggle/working/../input/vinbigdata/test/6de2e33c4814358a4af07f0d2b03e2de.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 2 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.406s)\r\n",
      "image 1228/3000 /kaggle/working/../input/vinbigdata/test/6e07fab2014be723250f7897ab6e3df2.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, 1 Pleural thickening, Done. (1.384s)\r\n",
      "image 1229/3000 /kaggle/working/../input/vinbigdata/test/6e1cefab110115d73b04accbe36df6f0.png: 512x512 2 Aortic enlargements, 1 Consolidation, 1 ILD, 2 Infiltrations, 2 Lung Opacitys, 3 Other lesions, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.411s)\r\n",
      "image 1230/3000 /kaggle/working/../input/vinbigdata/test/6e27c7b2eed8f7a3d6342e242a89c631.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 2 Infiltrations, 2 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.464s)\r\n",
      "image 1231/3000 /kaggle/working/../input/vinbigdata/test/6e5612b9b3f15553bd159ead3b22e09d.png: 512x512 2 Aortic enlargements, 2 Atelectasiss, 1 Cardiomegaly, 4 Consolidations, 3 Infiltrations, 7 Lung Opacitys, 2 Nodule/Masss, 7 Other lesions, 5 Pleural effusions, 10 Pleural thickenings, 1 Pneumothorax, 5 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 1232/3000 /kaggle/working/../input/vinbigdata/test/6e735c0945a973a1cc5f091eea115292.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 8 ILDs, 7 Infiltrations, 9 Lung Opacitys, 6 Nodule/Masss, 5 Other lesions, 3 Pleural effusions, 5 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.443s)\r\n",
      "image 1233/3000 /kaggle/working/../input/vinbigdata/test/6e7d48015a85db1c2bc29bf3479e598f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 1 ILD, 2 Infiltrations, 3 Lung Opacitys, 4 Nodule/Masss, 3 Other lesions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.718s)\r\n",
      "image 1234/3000 /kaggle/working/../input/vinbigdata/test/6e7d4b9cf93fee47afe3c299da9cd589.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.409s)\r\n",
      "image 1235/3000 /kaggle/working/../input/vinbigdata/test/6e911d2832e14bb624a486bea52220d6.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 ILD, 1 Other lesion, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.413s)\r\n",
      "image 1236/3000 /kaggle/working/../input/vinbigdata/test/6e930ab867c57f51c91565b9d251ecc0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, Done. (1.442s)\r\n",
      "image 1237/3000 /kaggle/working/../input/vinbigdata/test/6ebfa96ac20b0558ad4d0ff155df4035.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (1.486s)\r\n",
      "image 1238/3000 /kaggle/working/../input/vinbigdata/test/6ee33e87bb9db350f4492c105b484d7b.png: 512x512 1 Aortic enlargement, 1 ILD, Done. (1.406s)\r\n",
      "image 1239/3000 /kaggle/working/../input/vinbigdata/test/6ee6a322ef5a5c52b1e160c2ef5e83fd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.405s)\r\n",
      "image 1240/3000 /kaggle/working/../input/vinbigdata/test/6efc2a619fbf842eeadbb1abc9b523f5.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 Lung Opacitys, 4 Other lesions, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.412s)\r\n",
      "image 1241/3000 /kaggle/working/../input/vinbigdata/test/6f04094bb30e028d5ae7dba96788e9dd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.420s)\r\n",
      "image 1242/3000 /kaggle/working/../input/vinbigdata/test/6f1fcc25543d35bc02e348deabf59581.png: 512x512 2 Aortic enlargements, 3 Atelectasiss, 1 Calcification, 2 Consolidations, 2 Infiltrations, 9 Lung Opacitys, 8 Nodule/Masss, 13 Other lesions, 7 Pleural effusions, 15 Pleural thickenings, 1 Pneumothorax, 9 Pulmonary fibrosiss, Done. (1.431s)\r\n",
      "image 1243/3000 /kaggle/working/../input/vinbigdata/test/6f2237ac129bdb372382853afb3fee6f.png: 512x512 1 ILD, 1 Other lesion, 1 Pleural thickening, Done. (1.420s)\r\n",
      "image 1244/3000 /kaggle/working/../input/vinbigdata/test/6f275a49e59b6d07416bfd3b8b73f7a8.png: 512x512 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (2.001s)\r\n",
      "image 1245/3000 /kaggle/working/../input/vinbigdata/test/6f375ce065ee91c25505dc4677b1e495.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.419s)\r\n",
      "image 1246/3000 /kaggle/working/../input/vinbigdata/test/6f681094d26fc24ffac5f0dcbb12c5e4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.410s)\r\n",
      "image 1247/3000 /kaggle/working/../input/vinbigdata/test/6f69a6354bed9fabd85e9d5766075075.png: 512x512 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.447s)\r\n",
      "image 1248/3000 /kaggle/working/../input/vinbigdata/test/6f80079783fd3bf3df3fed4d0733d511.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 ILDs, 3 Other lesions, Done. (1.410s)\r\n",
      "image 1249/3000 /kaggle/working/../input/vinbigdata/test/6f8320a9c444090bd55010537a9e7dcb.png: 512x512 2 Aortic enlargements, 1 Consolidation, 3 Lung Opacitys, 2 Nodule/Masss, 1 Other lesion, 4 Pleural effusions, 1 Pleural thickening, 5 Pulmonary fibrosiss, Done. (1.416s)\r\n",
      "image 1250/3000 /kaggle/working/../input/vinbigdata/test/6f85d2a7982a02cea67abf229e402404.png: 512x512 1 Aortic enlargement, 2 Infiltrations, 2 Lung Opacitys, 3 Nodule/Masss, 3 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.407s)\r\n",
      "image 1251/3000 /kaggle/working/../input/vinbigdata/test/6f8b23eee8e3c3e4e47173d141f9b791.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.433s)\r\n",
      "image 1252/3000 /kaggle/working/../input/vinbigdata/test/6f915569b8a5b8143cfe9e17f421355c.png: 512x512 1 Cardiomegaly, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.490s)\r\n",
      "image 1253/3000 /kaggle/working/../input/vinbigdata/test/6fa8814e8159cc0e7ac6d0477c0e6164.png: 512x512 3 Pleural thickenings, Done. (1.398s)\r\n",
      "image 1254/3000 /kaggle/working/../input/vinbigdata/test/6facd092dfec22384fd9446fd84c1ce3.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.723s)\r\n",
      "image 1255/3000 /kaggle/working/../input/vinbigdata/test/6fb36dc586cdfd180b79f23f4cd447f0.png: 512x512 2 Aortic enlargements, 9 Calcifications, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 4 Nodule/Masss, 3 Other lesions, 1 Pleural thickening, 6 Pulmonary fibrosiss, Done. (1.426s)\r\n",
      "image 1256/3000 /kaggle/working/../input/vinbigdata/test/6fdc6a34720c31d685942b7bb44f9612.png: 512x512 1 Pleural effusion, 5 Pleural thickenings, Done. (1.406s)\r\n",
      "image 1257/3000 /kaggle/working/../input/vinbigdata/test/6fe306d319701f17fdf9d477bc2d1251.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.407s)\r\n",
      "image 1258/3000 /kaggle/working/../input/vinbigdata/test/6fe65e41cb661237e9030f191e3a2a9b.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, Done. (1.403s)\r\n",
      "image 1259/3000 /kaggle/working/../input/vinbigdata/test/6fe8ac8da89618e402e51dd7e1e103fe.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 2 Nodule/Masss, 2 Other lesions, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.469s)\r\n",
      "image 1260/3000 /kaggle/working/../input/vinbigdata/test/6febf1e7c57204153c4751a1bf6e39cc.png: 512x512 5 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 Lung Opacitys, 7 Other lesions, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.400s)\r\n",
      "image 1261/3000 /kaggle/working/../input/vinbigdata/test/700ae38015597465d1f8e99b3885afb7.png: 512x512 3 Aortic enlargements, 2 Atelectasiss, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 5 Lung Opacitys, 9 Other lesions, 9 Pleural effusions, 9 Pleural thickenings, 1 Pneumothorax, 4 Pulmonary fibrosiss, Done. (1.393s)\r\n",
      "image 1262/3000 /kaggle/working/../input/vinbigdata/test/703257c7585df8905ab7962f4a598bb2.png: 512x512 1 Aortic enlargement, 1 Other lesion, 4 Pleural thickenings, Done. (1.427s)\r\n",
      "image 1263/3000 /kaggle/working/../input/vinbigdata/test/703cd1b366d83f31d96b478a41dc1b2c.png: 512x512 1 Aortic enlargement, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.393s)\r\n",
      "image 1264/3000 /kaggle/working/../input/vinbigdata/test/703f3e88b76dc44678a08cc71e2e23be.png: 512x512 5 Pleural thickenings, Done. (1.404s)\r\n",
      "image 1265/3000 /kaggle/working/../input/vinbigdata/test/704b25bea8a6e8f0ed239f15b14fb68b.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Calcifications, 1 Consolidation, 1 ILD, 2 Infiltrations, 3 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 4 Pleural thickenings, 2 Pneumothoraxs, 4 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 1266/3000 /kaggle/working/../input/vinbigdata/test/7060531528cdf18aab89ddc252354c1d.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Cardiomegalys, 8 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (2.020s)\r\n",
      "image 1267/3000 /kaggle/working/../input/vinbigdata/test/706814b8f626ce46d5614029ec51dc44.png: 512x512 1 Aortic enlargement, 2 Consolidations, 2 ILDs, 3 Infiltrations, 3 Lung Opacitys, 3 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 8 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.400s)\r\n",
      "image 1268/3000 /kaggle/working/../input/vinbigdata/test/7069dd8c7c8c846ce7e73e4b10a432fc.png: 512x512 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.402s)\r\n",
      "image 1269/3000 /kaggle/working/../input/vinbigdata/test/7073d58de75ee80e16ec3a4458349f90.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Infiltration, 3 Lung Opacitys, 4 Nodule/Masss, 4 Other lesions, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.414s)\r\n",
      "image 1270/3000 /kaggle/working/../input/vinbigdata/test/7087e60b5382e43856c13a72ca679c6e.png: 512x512 1 Aortic enlargement, 2 Consolidations, 1 ILD, 5 Infiltrations, 10 Lung Opacitys, 19 Nodule/Masss, 10 Other lesions, 1 Pleural effusion, 8 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.441s)\r\n",
      "image 1271/3000 /kaggle/working/../input/vinbigdata/test/70ac27185833639e72610a5f6b937ee0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.414s)\r\n",
      "image 1272/3000 /kaggle/working/../input/vinbigdata/test/70b513210efb66bdbb469eeb3b3266d5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.426s)\r\n",
      "image 1273/3000 /kaggle/working/../input/vinbigdata/test/70e3e8abfeb3eaae756976b397217311.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 1 Pulmonary fibrosis, Done. (1.406s)\r\n",
      "image 1274/3000 /kaggle/working/../input/vinbigdata/test/710139037804abe11795c4544fba66e5.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 2 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.484s)\r\n",
      "image 1275/3000 /kaggle/working/../input/vinbigdata/test/710700d3055a746543394296d1fb736e.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.724s)\r\n",
      "image 1276/3000 /kaggle/working/../input/vinbigdata/test/7109c2bb3c552f274418c7d7d769445d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, Done. (1.409s)\r\n",
      "image 1277/3000 /kaggle/working/../input/vinbigdata/test/711dc542c6c7e2b21889838cd050a810.png: 512x512 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pulmonary fibrosis, Done. (1.416s)\r\n",
      "image 1278/3000 /kaggle/working/../input/vinbigdata/test/714003ac5b8363ff20f6b187ce55ae9e.png: 512x512 1 Aortic enlargement, 3 Atelectasiss, 1 Calcification, 5 ILDs, 1 Lung Opacity, 1 Nodule/Mass, 4 Other lesions, 3 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 1279/3000 /kaggle/working/../input/vinbigdata/test/7142d5dae053a2b32c4225f7cf671d8c.png: 512x512 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 1 Pneumothorax, 3 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 1280/3000 /kaggle/working/../input/vinbigdata/test/714d10886bc8bf6a1f1adc0f61127071.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 3 Lung Opacitys, 5 Nodule/Masss, 3 Other lesions, 7 Pleural thickenings, Done. (1.405s)\r\n",
      "image 1281/3000 /kaggle/working/../input/vinbigdata/test/7158cb1a21c2af6490567b0fe1dfaae0.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 1 Consolidation, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.460s)\r\n",
      "image 1282/3000 /kaggle/working/../input/vinbigdata/test/715f936a0ab2aca1f671041c7704e15f.png: 512x512 1 Aortic enlargement, 4 ILDs, 1 Other lesion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.407s)\r\n",
      "image 1283/3000 /kaggle/working/../input/vinbigdata/test/7199ee845675a788a07d629d325a431a.png: 512x512 1 Aortic enlargement, 3 Calcifications, 1 Cardiomegaly, 2 Consolidations, 5 ILDs, 3 Infiltrations, 3 Lung Opacitys, 4 Nodule/Masss, 7 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.411s)\r\n",
      "image 1284/3000 /kaggle/working/../input/vinbigdata/test/71ae8a44d7e82a2d5672d04d3d7b48f8.png: 512x512 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, Done. (1.420s)\r\n",
      "image 1285/3000 /kaggle/working/../input/vinbigdata/test/71b4eda82984d225fdddc3a4d1d32ad5.png: 512x512 1 Aortic enlargement, Done. (1.410s)\r\n",
      "image 1286/3000 /kaggle/working/../input/vinbigdata/test/71c27a4f0124bfee54339b40ee4164cc.png: 512x512 4 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 3 Other lesions, 3 Pleural thickenings, Done. (1.434s)\r\n",
      "image 1287/3000 /kaggle/working/../input/vinbigdata/test/71c75db6da20e3320fb90ca9b018ab31.png: 512x512 1 Cardiomegaly, 1 Pulmonary fibrosis, Done. (1.410s)\r\n",
      "image 1288/3000 /kaggle/working/../input/vinbigdata/test/71e9666b94e09e7485ab6350036faea6.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 5 Pleural thickenings, Done. (2.041s)\r\n",
      "image 1289/3000 /kaggle/working/../input/vinbigdata/test/72039a144501dd60065d7f5e9e0c8385.png: 512x512 1 Other lesion, Done. (1.442s)\r\n",
      "image 1290/3000 /kaggle/working/../input/vinbigdata/test/721f5da499fd2c079738720daaa2706f.png: 512x512 1 Aortic enlargement, 2 Other lesions, 1 Pleural effusion, 1 Pleural thickening, Done. (1.451s)\r\n",
      "image 1291/3000 /kaggle/working/../input/vinbigdata/test/7222b97b9a833ddac0e188319a3c4af3.png: 512x512 1 Nodule/Mass, 1 Other lesion, 2 Pleural effusions, 6 Pleural thickenings, Done. (1.458s)\r\n",
      "image 1292/3000 /kaggle/working/../input/vinbigdata/test/724c7003e9c18c07c5f925edd825ef02.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 2 Other lesions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.432s)\r\n",
      "image 1293/3000 /kaggle/working/../input/vinbigdata/test/7257660acd36f94fab12cc9626d58da9.png: 512x512 1 Aortic enlargement, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.410s)\r\n",
      "image 1294/3000 /kaggle/working/../input/vinbigdata/test/72842226962cd50c932146b07bec593e.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 Nodule/Mass, 8 Other lesions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.441s)\r\n",
      "image 1295/3000 /kaggle/working/../input/vinbigdata/test/7285810152dc8bc8a7e300f7e431b553.png: 512x512 1 Pleural thickening, Done. (1.416s)\r\n",
      "image 1296/3000 /kaggle/working/../input/vinbigdata/test/728b3cf755f42fd628ff5fee7bf338d5.png: 512x512 1 ILD, 1 Infiltration, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.754s)\r\n",
      "image 1297/3000 /kaggle/working/../input/vinbigdata/test/729beaed8db4766d1aa3bb237a047e7a.png: 512x512 Done. (1.405s)\r\n",
      "image 1298/3000 /kaggle/working/../input/vinbigdata/test/72a272f0770ae72999e9afa93a5bf024.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 11 Other lesions, 8 Pleural effusions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 1299/3000 /kaggle/working/../input/vinbigdata/test/72b5767e2d03a32d3a3514f851f0c872.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 2 Other lesions, Done. (1.411s)\r\n",
      "image 1300/3000 /kaggle/working/../input/vinbigdata/test/72bf61e8260519dbf3d388f964dacd44.png: 512x512 2 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.406s)\r\n",
      "image 1301/3000 /kaggle/working/../input/vinbigdata/test/72cfa22b529d2ae71985b2636cb9baf8.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Calcifications, 1 Cardiomegaly, 4 ILDs, 7 Infiltrations, 6 Lung Opacitys, 6 Nodule/Masss, 4 Other lesions, 11 Pleural thickenings, 15 Pulmonary fibrosiss, Done. (1.398s)\r\n",
      "image 1302/3000 /kaggle/working/../input/vinbigdata/test/72d2a167034f2cb425bcf7897137c464.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.406s)\r\n",
      "image 1303/3000 /kaggle/working/../input/vinbigdata/test/72d693c05239faab88247fd1d98f2cbe.png: 512x512 1 Cardiomegaly, 1 Nodule/Mass, 2 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.468s)\r\n",
      "image 1304/3000 /kaggle/working/../input/vinbigdata/test/72e0c97617b24b368795a2711b66def3.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Pleural thickening, Done. (1.408s)\r\n",
      "image 1305/3000 /kaggle/working/../input/vinbigdata/test/72fce426937854b7068b528e2a3c96d7.png: 512x512 2 Aortic enlargements, 3 Atelectasiss, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 2 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 7 Other lesions, 5 Pleural thickenings, 3 Pneumothoraxs, 14 Pulmonary fibrosiss, Done. (1.414s)\r\n",
      "image 1306/3000 /kaggle/working/../input/vinbigdata/test/730f25f4ac6b4fd10d9cf582494c911e.png: 512x512 1 Atelectasis, 1 Consolidation, 3 Infiltrations, 8 Lung Opacitys, 2 Nodule/Masss, 6 Other lesions, 8 Pleural effusions, 3 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 1307/3000 /kaggle/working/../input/vinbigdata/test/7324a6d2f3cdb80878587b427f6df871.png: 512x512 4 Aortic enlargements, 3 Calcifications, 2 Cardiomegalys, 2 Lung Opacitys, 2 Nodule/Masss, 6 Other lesions, 2 Pleural effusions, 2 Pleural thickenings, Done. (1.415s)\r\n",
      "image 1308/3000 /kaggle/working/../input/vinbigdata/test/7333af45f987aed199da0aed5dd59fd6.png: 512x512 2 Aortic enlargements, 3 ILDs, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 1309/3000 /kaggle/working/../input/vinbigdata/test/734c7dc48a16c5a16188bd0ec7d05fe9.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 Infiltrations, 2 Lung Opacitys, 3 Nodule/Masss, 7 Other lesions, 1 Pleural effusion, 8 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 1310/3000 /kaggle/working/../input/vinbigdata/test/735ea124180d108f676db6adb5b1ba98.png: 512x512 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 4 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, Done. (2.001s)\r\n",
      "image 1311/3000 /kaggle/working/../input/vinbigdata/test/73899609bfb60b2fd74a699b2e5add8c.png: 512x512 1 Aortic enlargement, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.430s)\r\n",
      "image 1312/3000 /kaggle/working/../input/vinbigdata/test/739077a7a2add5c87ca97bda44c8bb95.png: 512x512 Done. (1.448s)\r\n",
      "image 1313/3000 /kaggle/working/../input/vinbigdata/test/739933ba1ccf7631b311a2030dc76f8e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.417s)\r\n",
      "image 1314/3000 /kaggle/working/../input/vinbigdata/test/73a47bff27e977dc25c0b2cd4a470eea.png: 512x512 1 Pleural thickening, Done. (1.421s)\r\n",
      "image 1315/3000 /kaggle/working/../input/vinbigdata/test/73b9dabe01f791147d0da48d4c6b6bb8.png: 512x512 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, Done. (1.405s)\r\n",
      "image 1316/3000 /kaggle/working/../input/vinbigdata/test/73dba107969801cde6ff7bfe518274b2.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.415s)\r\n",
      "image 1317/3000 /kaggle/working/../input/vinbigdata/test/73eeafd1126ebf01dab13840d0b9a97b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, Done. (1.736s)\r\n",
      "image 1318/3000 /kaggle/working/../input/vinbigdata/test/743ba45b288dad1b64c80f525226df65.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 3 Other lesions, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.481s)\r\n",
      "image 1319/3000 /kaggle/working/../input/vinbigdata/test/7441457f4e2b2eba4682470448f256c1.png: 512x512 1 Aortic enlargement, 1 Other lesion, 2 Pleural effusions, 7 Pleural thickenings, Done. (1.392s)\r\n",
      "image 1320/3000 /kaggle/working/../input/vinbigdata/test/74529936ae10f51ecfb193b3f504fb50.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pneumothorax, Done. (1.391s)\r\n",
      "image 1321/3000 /kaggle/working/../input/vinbigdata/test/7468f45287e2ad4f1375f721fbe92202.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.406s)\r\n",
      "image 1322/3000 /kaggle/working/../input/vinbigdata/test/74897408dcbd69ef7c76cbbbbeb722d6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.427s)\r\n",
      "image 1323/3000 /kaggle/working/../input/vinbigdata/test/74925ac400da8ead8dfa6a30de1e8f4d.png: 512x512 1 Calcification, 3 ILDs, 1 Nodule/Mass, 1 Other lesion, 2 Pleural effusions, 4 Pleural thickenings, Done. (1.412s)\r\n",
      "image 1324/3000 /kaggle/working/../input/vinbigdata/test/74a3a1f2bbeacbfe81b567713d01cc85.png: 512x512 7 Pleural thickenings, Done. (1.396s)\r\n",
      "image 1325/3000 /kaggle/working/../input/vinbigdata/test/74a889a192f72244c10e6d0c691b68e1.png: 512x512 2 Other lesions, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.477s)\r\n",
      "image 1326/3000 /kaggle/working/../input/vinbigdata/test/74b23792db329cff5843e36efb8aa65a.png: 512x512 2 Pleural effusions, 4 Pleural thickenings, Done. (1.412s)\r\n",
      "image 1327/3000 /kaggle/working/../input/vinbigdata/test/74e44965f52b614f4f200468b9594382.png: 512x512 1 Pleural effusion, 2 Pleural thickenings, Done. (1.409s)\r\n",
      "image 1328/3000 /kaggle/working/../input/vinbigdata/test/751a2e7d04ad1296c7d0a9f9eabde0d8.png: 512x512 1 Cardiomegaly, 1 Pleural thickening, Done. (1.397s)\r\n",
      "image 1329/3000 /kaggle/working/../input/vinbigdata/test/751fc253d84473e85a47a2826df12ce6.png: 512x512 1 Cardiomegaly, 1 Nodule/Mass, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.403s)\r\n",
      "image 1330/3000 /kaggle/working/../input/vinbigdata/test/75235499405464bc6746650e1bcfaacf.png: 512x512 1 ILD, 1 Nodule/Mass, Done. (1.403s)\r\n",
      "image 1331/3000 /kaggle/working/../input/vinbigdata/test/754b90e60a89d03d18dbf9b30cce6eec.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Consolidation, 3 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.393s)\r\n",
      "image 1332/3000 /kaggle/working/../input/vinbigdata/test/754d373b98400f931d1070778c25e2d2.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 19 Calcifications, 1 Cardiomegaly, 1 Consolidation, 3 Infiltrations, 8 Lung Opacitys, 22 Nodule/Masss, 18 Other lesions, 3 Pleural effusions, 13 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.467s)\r\n",
      "image 1333/3000 /kaggle/working/../input/vinbigdata/test/7550347fa2bb96c2354a3716dfa3a69c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 ILDs, 1 Lung Opacity, 3 Other lesions, 4 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.816s)\r\n",
      "image 1334/3000 /kaggle/working/../input/vinbigdata/test/7565b2f86dadd6aca63ab9d6a285d53d.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.443s)\r\n",
      "image 1335/3000 /kaggle/working/../input/vinbigdata/test/759d70b78eb5f4f47bd4eaf9f4dbb425.png: 512x512 3 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 2 ILDs, 1 Nodule/Mass, 8 Other lesions, 2 Pleural thickenings, Done. (1.466s)\r\n",
      "image 1336/3000 /kaggle/working/../input/vinbigdata/test/75a7dfbae7c14ee40ab1048210734dd3.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.415s)\r\n",
      "image 1337/3000 /kaggle/working/../input/vinbigdata/test/75c2894e7a12b8f12d35b1c02ab383f6.png: 512x512 1 Other lesion, 2 Pleural thickenings, Done. (1.419s)\r\n",
      "image 1338/3000 /kaggle/working/../input/vinbigdata/test/75dd4fb1cb781471b7f34b678b8dc547.png: 512x512 1 Other lesion, 2 Pleural effusions, 2 Pleural thickenings, Done. (1.740s)\r\n",
      "image 1339/3000 /kaggle/working/../input/vinbigdata/test/75ec71c3e8edd4291eb1bec543ca5855.png: 512x512 1 Aortic enlargement, 2 Calcifications, 5 ILDs, 5 Infiltrations, 3 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 3 Pleural effusions, 11 Pleural thickenings, 17 Pulmonary fibrosiss, Done. (1.474s)\r\n",
      "image 1340/3000 /kaggle/working/../input/vinbigdata/test/75ef4701bba51b04b002e82495d7fc6b.png: 512x512 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.484s)\r\n",
      "image 1341/3000 /kaggle/working/../input/vinbigdata/test/76482dd89d7d8ea3650e9a0b8e01aba6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 2 Pleural effusions, 4 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.432s)\r\n",
      "image 1342/3000 /kaggle/working/../input/vinbigdata/test/766238ff8d88651dfb314bc9c70986f9.png: 512x512 1 Aortic enlargement, 1 Other lesion, 4 Pleural thickenings, Done. (1.403s)\r\n",
      "image 1343/3000 /kaggle/working/../input/vinbigdata/test/768a10036282f67b6fbd8c51d4994897.png: 512x512 1 Aortic enlargement, 2 Lung Opacitys, 2 Other lesions, 8 Pleural effusions, 5 Pleural thickenings, Done. (1.400s)\r\n",
      "image 1344/3000 /kaggle/working/../input/vinbigdata/test/76a5bc377407669248eaf357b5a6aee3.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 2 Nodule/Masss, 4 Other lesions, 3 Pleural effusions, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.398s)\r\n",
      "image 1345/3000 /kaggle/working/../input/vinbigdata/test/76b629665472409971a994e1700d2407.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.428s)\r\n",
      "image 1346/3000 /kaggle/working/../input/vinbigdata/test/76bb0ae099afc9ab5e218f55755a02ad.png: 512x512 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, Done. (1.404s)\r\n",
      "image 1347/3000 /kaggle/working/../input/vinbigdata/test/76cee2dfef93ddd6caaa04a93ce1ea01.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.400s)\r\n",
      "image 1348/3000 /kaggle/working/../input/vinbigdata/test/76e1b5ea5308e49ae6b2081d559e938c.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.468s)\r\n",
      "image 1349/3000 /kaggle/working/../input/vinbigdata/test/76e2a34a8c79a83155d9e8aa66e72fed.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, Done. (1.402s)\r\n",
      "image 1350/3000 /kaggle/working/../input/vinbigdata/test/7707509ad13c3c9d41d2417ef8fecaa6.png: 512x512 5 Pleural thickenings, Done. (1.401s)\r\n",
      "image 1351/3000 /kaggle/working/../input/vinbigdata/test/773144bbf1ced7a17fb84cdcbf7e6504.png: 512x512 4 Aortic enlargements, 3 Calcifications, 2 Cardiomegalys, 1 Lung Opacity, 6 Other lesions, 2 Pleural thickenings, Done. (1.411s)\r\n",
      "image 1352/3000 /kaggle/working/../input/vinbigdata/test/7742abe5bd817ba643d38fb517e35b24.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 Consolidations, 11 ILDs, 11 Infiltrations, 11 Lung Opacitys, 4 Nodule/Masss, 7 Other lesions, 7 Pleural thickenings, 20 Pulmonary fibrosiss, Done. (1.421s)\r\n",
      "image 1353/3000 /kaggle/working/../input/vinbigdata/test/77479e09e740cfce8962e9e55963330e.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 2 Other lesions, 1 Pulmonary fibrosis, Done. (1.398s)\r\n",
      "image 1354/3000 /kaggle/working/../input/vinbigdata/test/774a27811e9fea0a7551f17f0b00130c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 6 Pleural thickenings, Done. (1.630s)\r\n",
      "image 1355/3000 /kaggle/working/../input/vinbigdata/test/775aa6a334426b6dc282c61c48478a87.png: 512x512 4 Pleural thickenings, Done. (1.641s)\r\n",
      "image 1356/3000 /kaggle/working/../input/vinbigdata/test/775bc8eece1917406112f0f626e190d3.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Nodule/Mass, 1 Pleural effusion, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.400s)\r\n",
      "image 1357/3000 /kaggle/working/../input/vinbigdata/test/777e5578741dea8a02a689fe907a4215.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 3 Consolidations, 1 ILD, 3 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 4 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.404s)\r\n",
      "image 1358/3000 /kaggle/working/../input/vinbigdata/test/778153803200347fa9e3573824d89e8f.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Nodule/Mass, 2 Pleural thickenings, Done. (1.425s)\r\n",
      "image 1359/3000 /kaggle/working/../input/vinbigdata/test/7788cdc2fe03ff147991981c80af67f6.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.727s)\r\n",
      "image 1360/3000 /kaggle/working/../input/vinbigdata/test/77b118b0bf092dec6b64f61d5a8c2b86.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.412s)\r\n",
      "image 1361/3000 /kaggle/working/../input/vinbigdata/test/77b20dccfcee611b676bbfa760f883d3.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pulmonary fibrosis, Done. (1.388s)\r\n",
      "image 1362/3000 /kaggle/working/../input/vinbigdata/test/77c48e5d1314b7a38a9af6b91b6636ee.png: 512x512 1 Cardiomegaly, 1 ILD, 6 Pleural thickenings, Done. (1.467s)\r\n",
      "image 1363/3000 /kaggle/working/../input/vinbigdata/test/77c5a562bf2f2681dfdc1c17503061fe.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.416s)\r\n",
      "image 1364/3000 /kaggle/working/../input/vinbigdata/test/77c9f35a891f03a54eec650170e0a649.png: 512x512 2 Aortic enlargements, 2 ILDs, 2 Pleural thickenings, Done. (1.409s)\r\n",
      "image 1365/3000 /kaggle/working/../input/vinbigdata/test/77cfb1fd56137f340eccb2154c5b219c.png: 512x512 2 Pleural effusions, 4 Pleural thickenings, Done. (1.397s)\r\n",
      "image 1366/3000 /kaggle/working/../input/vinbigdata/test/77de418d76da77b7e429227b83cd259f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.409s)\r\n",
      "image 1367/3000 /kaggle/working/../input/vinbigdata/test/77fb399d095bb11d1344a1a114f59376.png: 512x512 4 Aortic enlargements, 3 Calcifications, 2 Cardiomegalys, 1 ILD, 1 Nodule/Mass, 21 Other lesions, Done. (1.399s)\r\n",
      "image 1368/3000 /kaggle/working/../input/vinbigdata/test/77fb6e22acdafb6900fd7624feefd953.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.416s)\r\n",
      "image 1369/3000 /kaggle/working/../input/vinbigdata/test/7803162d59bc010353f64ffbaabc452f.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 ILD, 2 Other lesions, 2 Pleural effusions, 9 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.382s)\r\n",
      "image 1370/3000 /kaggle/working/../input/vinbigdata/test/780f385ed80d16130dad48d823b1ee0f.png: 512x512 2 Aortic enlargements, 3 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 5 Pleural thickenings, Done. (1.456s)\r\n",
      "image 1371/3000 /kaggle/working/../input/vinbigdata/test/781b722e178a483b4781fbd148706b7d.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 3 Calcifications, 1 Cardiomegaly, 1 Infiltration, 2 Lung Opacitys, 2 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.408s)\r\n",
      "image 1372/3000 /kaggle/working/../input/vinbigdata/test/7824623176a69a914e31ec8769246ca0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.419s)\r\n",
      "image 1373/3000 /kaggle/working/../input/vinbigdata/test/7849964d63a43175008dd8a127175e19.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.383s)\r\n",
      "image 1374/3000 /kaggle/working/../input/vinbigdata/test/785140281117595d1818b8133d43d3bc.png: 512x512 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 3 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.399s)\r\n",
      "image 1375/3000 /kaggle/working/../input/vinbigdata/test/78528b631de407173ba09edd7b465e68.png: 512x512 1 Pleural effusion, 3 Pleural thickenings, Done. (1.456s)\r\n",
      "image 1376/3000 /kaggle/working/../input/vinbigdata/test/7858eba2f50d6d515f3ccbbbe9020fa4.png: 512x512 4 Atelectasiss, 2 Calcifications, 2 Cardiomegalys, 5 Consolidations, 3 ILDs, 7 Infiltrations, 12 Lung Opacitys, 6 Nodule/Masss, 6 Other lesions, 9 Pleural effusions, 11 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.726s)\r\n",
      "image 1377/3000 /kaggle/working/../input/vinbigdata/test/7862687072c60da78260b61a00ddd256.png: 512x512 2 Pleural effusions, 5 Pleural thickenings, Done. (1.478s)\r\n",
      "image 1378/3000 /kaggle/working/../input/vinbigdata/test/786fa2f1244ca842e96cc6afb0f28870.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 2 Infiltrations, 5 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 5 Pleural effusions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.410s)\r\n",
      "image 1379/3000 /kaggle/working/../input/vinbigdata/test/787506d2456ea43f00689850f3a4e797.png: 512x512 4 Other lesions, 8 Pleural thickenings, Done. (1.428s)\r\n",
      "image 1380/3000 /kaggle/working/../input/vinbigdata/test/7882ac9a9fa79ddd245f540d6f6e4af5.png: 512x512 5 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 1 Other lesion, Done. (1.683s)\r\n",
      "image 1381/3000 /kaggle/working/../input/vinbigdata/test/788c42c6b87bb62f1d5def6b0e7ca9da.png: 512x512 2 Aortic enlargements, 1 ILD, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.423s)\r\n",
      "image 1382/3000 /kaggle/working/../input/vinbigdata/test/78920201559a84ae65d928a6167b73e8.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 2 Calcifications, 2 Consolidations, 1 ILD, 2 Infiltrations, 4 Lung Opacitys, 5 Nodule/Masss, 10 Other lesions, 2 Pleural effusions, 8 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.415s)\r\n",
      "image 1383/3000 /kaggle/working/../input/vinbigdata/test/789cba61f30c4c087a6cd97def275aca.png: 512x512 5 Atelectasiss, 4 Calcifications, 4 Consolidations, 5 ILDs, 6 Infiltrations, 9 Lung Opacitys, 5 Nodule/Masss, 13 Other lesions, 6 Pleural effusions, 16 Pleural thickenings, 1 Pneumothorax, 9 Pulmonary fibrosiss, Done. (1.414s)\r\n",
      "image 1384/3000 /kaggle/working/../input/vinbigdata/test/78a65ae9e49e19db9eb86324f483fd67.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Other lesion, 2 Pleural thickenings, Done. (1.406s)\r\n",
      "image 1385/3000 /kaggle/working/../input/vinbigdata/test/78b44b96b121d6075d7ae27135278e03.png: 512x512 1 Aortic enlargement, 1 Other lesion, 4 Pleural thickenings, Done. (1.487s)\r\n",
      "image 1386/3000 /kaggle/working/../input/vinbigdata/test/78dd6b0489bee998af8fb581871942f4.png: 512x512 5 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 1 Consolidation, 2 ILDs, 2 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, Done. (1.406s)\r\n",
      "image 1387/3000 /kaggle/working/../input/vinbigdata/test/7902baf009b3169371fe1c3de95c3b99.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.409s)\r\n",
      "image 1388/3000 /kaggle/working/../input/vinbigdata/test/79054bd52e5f6ebcda94fdc54e2fada5.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, Done. (1.408s)\r\n",
      "image 1389/3000 /kaggle/working/../input/vinbigdata/test/7919e0bc92270c1acbd8b124aa5377ef.png: 512x512 1 Aortic enlargement, 3 Calcifications, 1 Cardiomegaly, 5 Lung Opacitys, 1 Nodule/Mass, 6 Other lesions, 2 Pleural effusions, 9 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.409s)\r\n",
      "image 1390/3000 /kaggle/working/../input/vinbigdata/test/79272925caa941829eb32e77a0262c3c.png: 512x512 1 Cardiomegaly, 7 Pleural thickenings, Done. (1.408s)\r\n",
      "image 1391/3000 /kaggle/working/../input/vinbigdata/test/7928b9dff786e3dc4951c30dd911ba2d.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 3 Calcifications, 1 Cardiomegaly, 7 ILDs, 3 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 8 Other lesions, 2 Pleural effusions, 7 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 1392/3000 /kaggle/working/../input/vinbigdata/test/793aa89237cb495f1b83dcc5a1434934.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.493s)\r\n",
      "image 1393/3000 /kaggle/working/../input/vinbigdata/test/793e92503fb0cf3462a21406e3cb19a2.png: 512x512 1 Cardiomegaly, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 6 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.429s)\r\n",
      "image 1394/3000 /kaggle/working/../input/vinbigdata/test/79558608235e4a27758e516419f54bc2.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 2 Other lesions, 1 Pleural thickening, Done. (1.400s)\r\n",
      "image 1395/3000 /kaggle/working/../input/vinbigdata/test/7989ee219436f5636916b09612055915.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.408s)\r\n",
      "image 1396/3000 /kaggle/working/../input/vinbigdata/test/79b547f424c97c52e714d6e808035787.png: 512x512 1 Aortic enlargement, 7 Pleural thickenings, Done. (1.400s)\r\n",
      "image 1397/3000 /kaggle/working/../input/vinbigdata/test/79b6946338c30268ead5a6253484f852.png: 512x512 1 Aortic enlargement, 6 Pleural thickenings, Done. (1.949s)\r\n",
      "image 1398/3000 /kaggle/working/../input/vinbigdata/test/79c75c4aed44b844eca14be58a9deb9f.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.422s)\r\n",
      "image 1399/3000 /kaggle/working/../input/vinbigdata/test/79d2a2619a836e33f35407b0bba32eca.png: 512x512 2 Aortic enlargements, 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.414s)\r\n",
      "image 1400/3000 /kaggle/working/../input/vinbigdata/test/79dc479648b23db3616339b4a79011b8.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.424s)\r\n",
      "image 1401/3000 /kaggle/working/../input/vinbigdata/test/79dfadb515464474f984451c2dc2fc34.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Infiltration, 2 Lung Opacitys, 1 Other lesion, 6 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.630s)\r\n",
      "image 1402/3000 /kaggle/working/../input/vinbigdata/test/79f184fea084f17c4e91a6cd2f0f91f7.png: 512x512 4 Aortic enlargements, 1 Atelectasis, 2 Calcifications, 2 Cardiomegalys, 2 ILDs, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 1 Pleural thickening, 3 Pulmonary fibrosiss, Done. (1.413s)\r\n",
      "image 1403/3000 /kaggle/working/../input/vinbigdata/test/7a14d694617e5bc2aa937e16bbfd213c.png: 512x512 1 Consolidation, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.414s)\r\n",
      "image 1404/3000 /kaggle/working/../input/vinbigdata/test/7a1b5a16dc4c8de5f96c282480bb02cd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.411s)\r\n",
      "image 1405/3000 /kaggle/working/../input/vinbigdata/test/7a4af4d5b559ac1a4f9dd849c0aec107.png: 512x512 1 Aortic enlargement, 1 Other lesion, 3 Pleural thickenings, Done. (1.397s)\r\n",
      "image 1406/3000 /kaggle/working/../input/vinbigdata/test/7a4e9f9b2fd1e2423d98dbaa316d199f.png: 512x512 1 Cardiomegaly, 1 Pleural effusion, 9 Pleural thickenings, Done. (1.432s)\r\n",
      "image 1407/3000 /kaggle/working/../input/vinbigdata/test/7a5e63853f72b1cf6180e4d33aecbf93.png: 512x512 6 Pleural thickenings, Done. (1.488s)\r\n",
      "image 1408/3000 /kaggle/working/../input/vinbigdata/test/7a74f4e463b72f018838f26cf7aabdf2.png: 512x512 2 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 1 Lung Opacity, 2 Nodule/Masss, 2 Other lesions, 9 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.426s)\r\n",
      "image 1409/3000 /kaggle/working/../input/vinbigdata/test/7a8b67a254b16ef9e2b863ba65f7e011.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 2 Calcifications, 1 Cardiomegaly, 3 Consolidations, 3 ILDs, 5 Infiltrations, 7 Lung Opacitys, 5 Nodule/Masss, 8 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.432s)\r\n",
      "image 1410/3000 /kaggle/working/../input/vinbigdata/test/7a9a75ad8f406d7561aa2f0ef7000933.png: 512x512 1 Aortic enlargement, 3 Calcifications, 6 ILDs, 3 Nodule/Masss, 5 Other lesions, 1 Pleural thickening, 10 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 1411/3000 /kaggle/working/../input/vinbigdata/test/7aa301c90a61603f9b5e2e05a88b4204.png: 512x512 3 Aortic enlargements, 2 Atelectasiss, 2 Calcifications, 1 Cardiomegaly, 2 Consolidations, 2 Infiltrations, 12 Lung Opacitys, 2 Nodule/Masss, 31 Other lesions, 9 Pleural thickenings, 1 Pneumothorax, 13 Pulmonary fibrosiss, Done. (1.421s)\r\n",
      "image 1412/3000 /kaggle/working/../input/vinbigdata/test/7ac10f1986662a02a6448205578299c9.png: 512x512 1 Nodule/Mass, 5 Pleural thickenings, Done. (1.440s)\r\n",
      "image 1413/3000 /kaggle/working/../input/vinbigdata/test/7acd6422a97d08046db58687e5c4b2d1.png: 512x512 7 Aortic enlargements, 4 Calcifications, 2 Cardiomegalys, 3 Consolidations, 9 Lung Opacitys, 11 Nodule/Masss, 17 Other lesions, 1 Pleural thickening, Done. (1.423s)\r\n",
      "image 1414/3000 /kaggle/working/../input/vinbigdata/test/7af230c8f8329e6f69996ab7ebfc97aa.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 ILDs, 1 Lung Opacity, 7 Other lesions, 6 Pleural effusions, 9 Pleural thickenings, Done. (1.463s)\r\n",
      "image 1415/3000 /kaggle/working/../input/vinbigdata/test/7b29ce6b9a2822aadc7ef891bd2ee88b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 2 Infiltrations, 3 Lung Opacitys, 4 Other lesions, Done. (1.429s)\r\n",
      "image 1416/3000 /kaggle/working/../input/vinbigdata/test/7b377cc85094e39b186b83c181b17642.png: 512x512 3 Atelectasiss, 1 Cardiomegaly, 3 Consolidations, 5 Infiltrations, 6 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 3 Pleural effusions, 9 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 1417/3000 /kaggle/working/../input/vinbigdata/test/7b45d75262ca16f5bb6b4d05bc9ff151.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 ILDs, 1 Infiltration, 1 Lung Opacity, 3 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.410s)\r\n",
      "image 1418/3000 /kaggle/working/../input/vinbigdata/test/7b45ef51255aae696c5e6ee47ab2c631.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 3 Infiltrations, 3 Lung Opacitys, 3 Nodule/Masss, 2 Other lesions, 5 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.412s)\r\n",
      "image 1419/3000 /kaggle/working/../input/vinbigdata/test/7b579c49ced6cef817e42812d6b78f1b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 5 Pleural thickenings, Done. (1.876s)\r\n",
      "image 1420/3000 /kaggle/working/../input/vinbigdata/test/7b60d69158c11381cad26574b327c723.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.468s)\r\n",
      "image 1421/3000 /kaggle/working/../input/vinbigdata/test/7b821bff27b2f1508035d5d50a16cbcf.png: 512x512 2 Aortic enlargements, 2 Atelectasiss, 10 Calcifications, 1 Consolidation, 2 ILDs, 6 Infiltrations, 12 Lung Opacitys, 19 Nodule/Masss, 9 Other lesions, 2 Pleural effusions, 17 Pleural thickenings, 34 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 1422/3000 /kaggle/working/../input/vinbigdata/test/7b90ce31f08d1207a851a97626ccbea0.png: 512x512 Done. (1.786s)\r\n",
      "image 1423/3000 /kaggle/working/../input/vinbigdata/test/7b9e39af7921e086e5904755d5535b31.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 2 Pleural thickenings, Done. (1.429s)\r\n",
      "image 1424/3000 /kaggle/working/../input/vinbigdata/test/7bab78cfe1dc3376741a24ac708d75be.png: 512x512 1 Aortic enlargement, 4 Atelectasiss, 9 Consolidations, 1 ILD, 9 Infiltrations, 10 Lung Opacitys, 5 Nodule/Masss, 5 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 1 Pneumothorax, 12 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 1425/3000 /kaggle/working/../input/vinbigdata/test/7bbef01d8c97746a9cf656bc9748bee2.png: 512x512 1 Aortic enlargement, 3 Calcifications, 2 ILDs, 1 Nodule/Mass, 2 Other lesions, 1 Pleural thickening, Done. (1.430s)\r\n",
      "image 1426/3000 /kaggle/working/../input/vinbigdata/test/7bc161c0c2403c7724f4fcbe41b0d322.png: 512x512 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 4 Infiltrations, 11 Lung Opacitys, 5 Nodule/Masss, 9 Other lesions, 12 Pleural effusions, 14 Pleural thickenings, 4 Pneumothoraxs, 9 Pulmonary fibrosiss, Done. (1.413s)\r\n",
      "image 1427/3000 /kaggle/working/../input/vinbigdata/test/7bca1be5f1f3c14c49be003896da9b27.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 Lung Opacitys, 4 Nodule/Masss, 4 Other lesions, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.422s)\r\n",
      "image 1428/3000 /kaggle/working/../input/vinbigdata/test/7bd7de8ab22bc204acdede9af49eb354.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 ILDs, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.417s)\r\n",
      "image 1429/3000 /kaggle/working/../input/vinbigdata/test/7befd6661fd921f67f8d9cb84f98868f.png: 512x512 1 Calcification, 3 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.491s)\r\n",
      "image 1430/3000 /kaggle/working/../input/vinbigdata/test/7bf0f93d42efd25936029bd1082d88a2.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 4 Calcifications, 1 Consolidation, 10 ILDs, 4 Infiltrations, 4 Lung Opacitys, 4 Nodule/Masss, 6 Other lesions, 10 Pleural effusions, 14 Pleural thickenings, 14 Pulmonary fibrosiss, Done. (1.408s)\r\n",
      "image 1431/3000 /kaggle/working/../input/vinbigdata/test/7bf93eba889e845d016704b49103f283.png: 512x512 2 Aortic enlargements, 1 Consolidation, 3 ILDs, 3 Infiltrations, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.400s)\r\n",
      "image 1432/3000 /kaggle/working/../input/vinbigdata/test/7c010308edc7a272bb8c67dc6024d989.png: 512x512 2 Nodule/Masss, 2 Other lesions, 1 Pulmonary fibrosis, Done. (1.443s)\r\n",
      "image 1433/3000 /kaggle/working/../input/vinbigdata/test/7c0e3ff480b02e9e709884f7f0e17864.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 6 Pleural thickenings, Done. (1.395s)\r\n",
      "image 1434/3000 /kaggle/working/../input/vinbigdata/test/7c56886a38be164d138314b50e7a20a3.png: 512x512 2 Pleural effusions, 6 Pleural thickenings, Done. (1.418s)\r\n",
      "image 1435/3000 /kaggle/working/../input/vinbigdata/test/7cb9202d9a00b7bbab241e5870d56de2.png: 512x512 1 Pleural effusion, 10 Pleural thickenings, Done. (1.419s)\r\n",
      "image 1436/3000 /kaggle/working/../input/vinbigdata/test/7cb9c95b8dea0469ced903df944b2b58.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, Done. (1.436s)\r\n",
      "image 1437/3000 /kaggle/working/../input/vinbigdata/test/7ce84780a2d602c08c800ff2e769514c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.453s)\r\n",
      "image 1438/3000 /kaggle/working/../input/vinbigdata/test/7d1370ec3e5406ad436adf55a3bcf6f4.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 4 Pleural thickenings, Done. (1.464s)\r\n",
      "image 1439/3000 /kaggle/working/../input/vinbigdata/test/7d67ef151eaba48db4c8a4ea60d0c670.png: 512x512 1 Other lesion, 1 Pleural effusion, 9 Pleural thickenings, Done. (1.407s)\r\n",
      "image 1440/3000 /kaggle/working/../input/vinbigdata/test/7d6d84f1373f54e8b4a7c72e4b0be842.png: 512x512 1 Nodule/Mass, Done. (1.428s)\r\n",
      "image 1441/3000 /kaggle/working/../input/vinbigdata/test/7d9e13dac6ed48dbd0577c3c65b214eb.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.898s)\r\n",
      "image 1442/3000 /kaggle/working/../input/vinbigdata/test/7daad4dedca1737fe750c7ce8df6fa88.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.451s)\r\n",
      "image 1443/3000 /kaggle/working/../input/vinbigdata/test/7db8d2571612fa51c3fea231524803cc.png: 512x512 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.792s)\r\n",
      "image 1444/3000 /kaggle/working/../input/vinbigdata/test/7dcb78885da74ebf4adb54042bd23d5b.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 ILDs, 1 Lung Opacity, Done. (1.422s)\r\n",
      "image 1445/3000 /kaggle/working/../input/vinbigdata/test/7dd7cdbd80b2580c8c031d6d863a4b2c.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 5 ILDs, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.437s)\r\n",
      "image 1446/3000 /kaggle/working/../input/vinbigdata/test/7ddcf554c85d4a2bfc3803d448247e8f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, Done. (1.441s)\r\n",
      "image 1447/3000 /kaggle/working/../input/vinbigdata/test/7e090684cddb682dd8d56ad47b20a89d.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Cardiomegaly, 3 Consolidations, 1 ILD, 1 Infiltration, 5 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 5 Pleural effusions, 6 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.416s)\r\n",
      "image 1448/3000 /kaggle/working/../input/vinbigdata/test/7e198e152ead58293763b80301b53ea7.png: 512x512 2 Pleural thickenings, Done. (1.451s)\r\n",
      "image 1449/3000 /kaggle/working/../input/vinbigdata/test/7e3f715d72ac1d6f114d973493d7b26c.png: 512x512 1 Aortic enlargement, 5 Pleural thickenings, Done. (1.452s)\r\n",
      "image 1450/3000 /kaggle/working/../input/vinbigdata/test/7e406876f2125c3be2c61f32965384c4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.414s)\r\n",
      "image 1451/3000 /kaggle/working/../input/vinbigdata/test/7e5b17cc5c955fc4f8e9a626ab69295e.png: 512x512 1 Atelectasis, 1 Cardiomegaly, 2 Consolidations, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.514s)\r\n",
      "image 1452/3000 /kaggle/working/../input/vinbigdata/test/7e5d928dcce24b3553e87d501a263b33.png: 512x512 3 Aortic enlargements, 3 Calcifications, 1 Cardiomegaly, 5 ILDs, 2 Lung Opacitys, 6 Nodule/Masss, 3 Other lesions, Done. (1.487s)\r\n",
      "image 1453/3000 /kaggle/working/../input/vinbigdata/test/7e6998dc71a747ce227b50463c4e79b4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.425s)\r\n",
      "image 1454/3000 /kaggle/working/../input/vinbigdata/test/7e8d4dedd33473b5b4b247b9301d0bd7.png: 512x512 6 Aortic enlargements, 5 Calcifications, 2 Cardiomegalys, 2 Other lesions, Done. (1.423s)\r\n",
      "image 1455/3000 /kaggle/working/../input/vinbigdata/test/7ea00a8beb600a6de0cf70cc166b0b5c.png: 512x512 1 Aortic enlargement, 3 Atelectasiss, 1 Cardiomegaly, 3 Consolidations, 2 Infiltrations, 8 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 4 Pleural effusions, 8 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 1456/3000 /kaggle/working/../input/vinbigdata/test/7eab979ca2f6044cb662b86b414dac67.png: 512x512 1 Aortic enlargement, 2 Calcifications, 2 ILDs, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.430s)\r\n",
      "image 1457/3000 /kaggle/working/../input/vinbigdata/test/7f15c433dbc249a491b86b27e5a6c180.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Cardiomegaly, 1 Consolidation, 8 Infiltrations, 10 Lung Opacitys, 6 Nodule/Masss, 8 Other lesions, 15 Pleural thickenings, 21 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 1458/3000 /kaggle/working/../input/vinbigdata/test/7f1a8fc7aa0e045c3da67f710bbb0006.png: 512x512 1 Lung Opacity, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.493s)\r\n",
      "image 1459/3000 /kaggle/working/../input/vinbigdata/test/7f48ff3a2eeb49be6ab8de17ffbd97b6.png: 512x512 1 Calcification, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.449s)\r\n",
      "image 1460/3000 /kaggle/working/../input/vinbigdata/test/7f5503caa936a623b4388fbd88e890c5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.446s)\r\n",
      "image 1461/3000 /kaggle/working/../input/vinbigdata/test/7f6b660751fb873941366907f14d16d3.png: 512x512 2 Aortic enlargements, 3 Calcifications, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 12 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 1462/3000 /kaggle/working/../input/vinbigdata/test/7f710543e44f0c12db0ecda25a727602.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.415s)\r\n",
      "image 1463/3000 /kaggle/working/../input/vinbigdata/test/7f941b941253b7e3e6d14b5b472cd109.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Nodule/Masss, 6 Pleural thickenings, Done. (1.810s)\r\n",
      "image 1464/3000 /kaggle/working/../input/vinbigdata/test/7ffbfdf7d18e416baa1e663bc0bb022c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, Done. (1.809s)\r\n",
      "image 1465/3000 /kaggle/working/../input/vinbigdata/test/800ba8f1fac83f75a00762f415780e9f.png: 512x512 1 Other lesion, 1 Pleural thickening, Done. (1.501s)\r\n",
      "image 1466/3000 /kaggle/working/../input/vinbigdata/test/800f63115427cc92aeed7046fd6028a2.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.457s)\r\n",
      "image 1467/3000 /kaggle/working/../input/vinbigdata/test/801877d4b0ea3c93d4a926091916eebe.png: 512x512 1 Aortic enlargement, 1 Pleural thickening, Done. (1.429s)\r\n",
      "image 1468/3000 /kaggle/working/../input/vinbigdata/test/802ee38a7da17f26985c121f68bb9d26.png: 512x512 3 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 2 ILDs, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.416s)\r\n",
      "image 1469/3000 /kaggle/working/../input/vinbigdata/test/8058546ca8e9113170abd89d0009b58e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.433s)\r\n",
      "image 1470/3000 /kaggle/working/../input/vinbigdata/test/805adafed138091a3781447c33e1a600.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 9 Pleural thickenings, Done. (1.410s)\r\n",
      "image 1471/3000 /kaggle/working/../input/vinbigdata/test/806771c21d67c39c6b251a8ef624b04b.png: 512x512 1 Pleural effusion, 6 Pleural thickenings, Done. (1.436s)\r\n",
      "image 1472/3000 /kaggle/working/../input/vinbigdata/test/8071111321da026443f7b87a0b41b089.png: 512x512 1 Aortic enlargement, 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.427s)\r\n",
      "image 1473/3000 /kaggle/working/../input/vinbigdata/test/80820dadb9d227da10376b7de5dc8e4d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 8 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.484s)\r\n",
      "image 1474/3000 /kaggle/working/../input/vinbigdata/test/808b71dc92d1c05ff78bbe98894c7b1a.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 ILD, 1 Lung Opacity, 6 Other lesions, 2 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.447s)\r\n",
      "image 1475/3000 /kaggle/working/../input/vinbigdata/test/80a409944c5ca4ecd39a7af44592d392.png: 512x512 3 Pleural thickenings, Done. (1.415s)\r\n",
      "image 1476/3000 /kaggle/working/../input/vinbigdata/test/80ad748edd617396cc973d20b4e481fb.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, Done. (1.431s)\r\n",
      "image 1477/3000 /kaggle/working/../input/vinbigdata/test/80bc7a1af89f2b8b60ed33c83ae8ed5d.png: 512x512 1 Cardiomegaly, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.422s)\r\n",
      "image 1478/3000 /kaggle/working/../input/vinbigdata/test/80c68d62bf257cb6e0ab4f99b907d846.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 1 Pulmonary fibrosis, Done. (1.422s)\r\n",
      "image 1479/3000 /kaggle/working/../input/vinbigdata/test/80dc592ace52d1e591f23042125f3aba.png: 512x512 1 Calcification, 1 Cardiomegaly, 1 ILD, 3 Other lesions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.420s)\r\n",
      "image 1480/3000 /kaggle/working/../input/vinbigdata/test/80e46bd152ba3cc5a6e63683a0923ac1.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Calcification, 1 Cardiomegaly, 3 Consolidations, 2 ILDs, 6 Infiltrations, 12 Lung Opacitys, 8 Nodule/Masss, 8 Other lesions, 8 Pleural effusions, 15 Pleural thickenings, 15 Pulmonary fibrosiss, Done. (1.470s)\r\n",
      "image 1481/3000 /kaggle/working/../input/vinbigdata/test/80f3da71b6af9134388dee22f0d386d9.png: 512x512 1 Aortic enlargement, 1 Other lesion, 3 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.436s)\r\n",
      "image 1482/3000 /kaggle/working/../input/vinbigdata/test/81197e05ed18bedd54749a955c2f88d4.png: 512x512 1 Aortic enlargement, 1 Calcification, 5 Other lesions, 7 Pleural thickenings, Done. (1.414s)\r\n",
      "image 1483/3000 /kaggle/working/../input/vinbigdata/test/81228a9f8fca8710e0f6f9aedf9bd667.png: 512x512 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.411s)\r\n",
      "image 1484/3000 /kaggle/working/../input/vinbigdata/test/818a1e7fcce109b3640d73dcf9ae74da.png: 512x512 3 Pleural thickenings, Done. (1.423s)\r\n",
      "image 1485/3000 /kaggle/working/../input/vinbigdata/test/81a4366baeebb4b90a33aa5b9cb99220.png: 512x512 5 Aortic enlargements, 3 Calcifications, 1 Cardiomegaly, 3 ILDs, 1 Lung Opacity, 1 Nodule/Mass, 6 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, Done. (2.284s)\r\n",
      "image 1486/3000 /kaggle/working/../input/vinbigdata/test/81a5542dd5a975bc98bf9ea8fe6239b1.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.440s)\r\n",
      "image 1487/3000 /kaggle/working/../input/vinbigdata/test/81fd659ccf1dc3e815032762154a41fc.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 5 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.494s)\r\n",
      "image 1488/3000 /kaggle/working/../input/vinbigdata/test/8230f568c1e47476de038b0faa3867f2.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 6 Calcifications, 1 Cardiomegaly, 1 ILD, 1 Nodule/Mass, 8 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.410s)\r\n",
      "image 1489/3000 /kaggle/working/../input/vinbigdata/test/8234fae0532b776d3ec872a46d34a68c.png: 512x512 3 Aortic enlargements, 3 Calcifications, 2 Cardiomegalys, 2 ILDs, 1 Infiltration, 3 Lung Opacitys, 4 Other lesions, 4 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.430s)\r\n",
      "image 1490/3000 /kaggle/working/../input/vinbigdata/test/823c23eae7b2fdf7f2694b8417f961b5.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 2 Cardiomegalys, 3 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.410s)\r\n",
      "image 1491/3000 /kaggle/working/../input/vinbigdata/test/82913cf4e449decbc5195cffc2422b4d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 2 Lung Opacitys, 2 Other lesions, 7 Pleural effusions, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 1492/3000 /kaggle/working/../input/vinbigdata/test/82a05fbda7ecdf80c82d6392b4fcb309.png: 512x512 2 Aortic enlargements, 1 Consolidation, 1 Infiltration, 4 Lung Opacitys, 3 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.399s)\r\n",
      "image 1493/3000 /kaggle/working/../input/vinbigdata/test/82cb7ac2b8ad46f2be437a640d6744f5.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 3 Consolidations, 8 Lung Opacitys, 1 Nodule/Mass, 16 Other lesions, 9 Pleural effusions, 9 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.413s)\r\n",
      "image 1494/3000 /kaggle/working/../input/vinbigdata/test/82e41a990090318996b32addee7ed8af.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 3 ILDs, 2 Lung Opacitys, 1 Other lesion, 2 Pleural effusions, 2 Pleural thickenings, 1 Pneumothorax, 2 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 1495/3000 /kaggle/working/../input/vinbigdata/test/82f038aeccacf2b62fe9cd3fdc1776e8.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 4 Other lesions, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.505s)\r\n",
      "image 1496/3000 /kaggle/working/../input/vinbigdata/test/831d7c9c5ba5b96a73c71e5e2adb9c0f.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 4 Consolidations, 4 Infiltrations, 5 Lung Opacitys, 4 Nodule/Masss, 3 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.464s)\r\n",
      "image 1497/3000 /kaggle/working/../input/vinbigdata/test/833920cee0073b2295b713e8e99a1183.png: 512x512 1 Cardiomegaly, 2 ILDs, 1 Other lesion, Done. (1.464s)\r\n",
      "image 1498/3000 /kaggle/working/../input/vinbigdata/test/833acf5a6565b4457b597d8c79debc51.png: 512x512 4 Pleural thickenings, Done. (1.436s)\r\n",
      "image 1499/3000 /kaggle/working/../input/vinbigdata/test/833c4ee4ef52adb663076af69efe3c22.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (1.454s)\r\n",
      "image 1500/3000 /kaggle/working/../input/vinbigdata/test/83918012739ab2906d692171f66a4dcc.png: 512x512 1 Aortic enlargement, 3 Atelectasiss, 2 Cardiomegalys, 4 Consolidations, 2 ILDs, 2 Infiltrations, 4 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 5 Pleural effusions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.405s)\r\n",
      "image 1501/3000 /kaggle/working/../input/vinbigdata/test/83a4f5f3b182b887bceba354c8721161.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.422s)\r\n",
      "image 1502/3000 /kaggle/working/../input/vinbigdata/test/83a70a189e968329c4d30f1866c689a3.png: 512x512 5 Aortic enlargements, 1 Calcification, 3 Cardiomegalys, 1 ILD, 2 Other lesions, 1 Pleural thickening, Done. (1.470s)\r\n",
      "image 1503/3000 /kaggle/working/../input/vinbigdata/test/83c6b5dc4e05ffc8df10c81110c43e24.png: 512x512 2 Aortic enlargements, 4 Calcifications, 1 Cardiomegaly, 1 Nodule/Mass, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.425s)\r\n",
      "image 1504/3000 /kaggle/working/../input/vinbigdata/test/83caa8a85e03606cf57e49147d7ac569.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 3 Pleural effusions, 4 Pleural thickenings, Done. (1.406s)\r\n",
      "image 1505/3000 /kaggle/working/../input/vinbigdata/test/83de33a22bd34496e5a48e703757f955.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 ILDs, 1 Other lesion, 1 Pulmonary fibrosis, Done. (1.429s)\r\n",
      "image 1506/3000 /kaggle/working/../input/vinbigdata/test/8408eea460f0a9a2f9aec40da98917cb.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pulmonary fibrosis, Done. (1.801s)\r\n",
      "image 1507/3000 /kaggle/working/../input/vinbigdata/test/841f26fd47640f87331ff714df4d2791.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.941s)\r\n",
      "image 1508/3000 /kaggle/working/../input/vinbigdata/test/84249d25eb5f4964a316e60d53f71544.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 1 Nodule/Mass, 2 Other lesions, 2 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.422s)\r\n",
      "image 1509/3000 /kaggle/working/../input/vinbigdata/test/843abeeb7966e7a52cf66352bbdb9edf.png: 512x512 1 Aortic enlargement, 1 ILD, 4 Pleural thickenings, Done. (1.495s)\r\n",
      "image 1510/3000 /kaggle/working/../input/vinbigdata/test/8441d98d5b146a30546686ea74f22cb8.png: 512x512 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.390s)\r\n",
      "image 1511/3000 /kaggle/working/../input/vinbigdata/test/844c43d38ba987837ba7d59a2b0c2436.png: 512x512 3 Aortic enlargements, 6 Calcifications, 1 Cardiomegaly, 1 Consolidation, 6 ILDs, 4 Infiltrations, 5 Lung Opacitys, 12 Nodule/Masss, 8 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 15 Pulmonary fibrosiss, Done. (1.406s)\r\n",
      "image 1512/3000 /kaggle/working/../input/vinbigdata/test/844c74ccfd247080704e9118a2ef5ee6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pulmonary fibrosis, Done. (1.424s)\r\n",
      "image 1513/3000 /kaggle/working/../input/vinbigdata/test/844e0124406c3b8ede871974d4df8fc9.png: 512x512 1 Nodule/Mass, 1 Other lesion, Done. (1.429s)\r\n",
      "image 1514/3000 /kaggle/working/../input/vinbigdata/test/84564d34f32254f20e49bcb6ab603421.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.425s)\r\n",
      "image 1515/3000 /kaggle/working/../input/vinbigdata/test/847743152f064b66922857b03babd9b4.png: 512x512 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.413s)\r\n",
      "image 1516/3000 /kaggle/working/../input/vinbigdata/test/84ab46d62cc73aa48c4c219074638067.png: 512x512 1 Atelectasis, 5 Calcifications, 1 ILD, 3 Infiltrations, 4 Lung Opacitys, 7 Nodule/Masss, 8 Other lesions, 2 Pleural effusions, 12 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.407s)\r\n",
      "image 1517/3000 /kaggle/working/../input/vinbigdata/test/84c632197eb00d0bf42931649cf26a84.png: 512x512 1 ILD, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.497s)\r\n",
      "image 1518/3000 /kaggle/working/../input/vinbigdata/test/84d97a74cb6d007c8b4370c07920137c.png: 512x512 2 Cardiomegalys, 4 Other lesions, Done. (1.439s)\r\n",
      "image 1519/3000 /kaggle/working/../input/vinbigdata/test/851111c0d1373209b9cff31baf15dbe2.png: 512x512 1 Atelectasis, 2 Consolidations, 2 ILDs, 2 Infiltrations, 6 Lung Opacitys, 3 Other lesions, 4 Pleural effusions, 5 Pleural thickenings, 1 Pneumothorax, 1 Pulmonary fibrosis, Done. (1.448s)\r\n",
      "image 1520/3000 /kaggle/working/../input/vinbigdata/test/852323f1b1d59921ce43fbb0ce7778ef.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.448s)\r\n",
      "image 1521/3000 /kaggle/working/../input/vinbigdata/test/8523b847bfffd922ccc8748667cb4a6b.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 2 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.442s)\r\n",
      "image 1522/3000 /kaggle/working/../input/vinbigdata/test/8545aad85354b8db7d5ce731a985a5dd.png: 512x512 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, Done. (1.421s)\r\n",
      "image 1523/3000 /kaggle/working/../input/vinbigdata/test/85718436181b19f2d96683adba71e0fb.png: 512x512 5 Aortic enlargements, 1 Calcification, 3 Cardiomegalys, 1 ILD, 2 Other lesions, Done. (1.437s)\r\n",
      "image 1524/3000 /kaggle/working/../input/vinbigdata/test/859b2897036f5ebf281996b5c3ed5571.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.538s)\r\n",
      "image 1525/3000 /kaggle/working/../input/vinbigdata/test/85bda836908ce9aa420b408de60d12b9.png: 512x512 2 Aortic enlargements, 1 Calcification, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.467s)\r\n",
      "image 1526/3000 /kaggle/working/../input/vinbigdata/test/85c79168f44971d4ed1a4ceb92f52782.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.446s)\r\n",
      "image 1527/3000 /kaggle/working/../input/vinbigdata/test/85cfce301b95db7beeaeeee8d9b44b31.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Pleural effusion, 8 Pleural thickenings, Done. (1.797s)\r\n",
      "image 1528/3000 /kaggle/working/../input/vinbigdata/test/85e3f349aa7ffca50350583c0e872b3e.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.422s)\r\n",
      "image 1529/3000 /kaggle/working/../input/vinbigdata/test/85ffcfa2cb02025abd57e2ed21ec4aa2.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 1 Consolidation, 2 ILDs, 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 5 Other lesions, 5 Pleural thickenings, Done. (1.973s)\r\n",
      "image 1530/3000 /kaggle/working/../input/vinbigdata/test/860d962f6bcb589691efe5911ef2c415.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.424s)\r\n",
      "image 1531/3000 /kaggle/working/../input/vinbigdata/test/8622b8fb70af2568eb36fe1e9bf944df.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.480s)\r\n",
      "image 1532/3000 /kaggle/working/../input/vinbigdata/test/865f04d531a2cea8ae54bea8419a143b.png: 512x512 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 5 Pleural thickenings, Done. (1.435s)\r\n",
      "image 1533/3000 /kaggle/working/../input/vinbigdata/test/8665a7a54f95442fbf721f9865fd2215.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Other lesion, 3 Pulmonary fibrosiss, Done. (1.570s)\r\n",
      "image 1534/3000 /kaggle/working/../input/vinbigdata/test/8673c57e2f920c8bb15d3c8a062ee2a2.png: 512x512 1 Cardiomegaly, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 1 Pleural thickening, Done. (1.750s)\r\n",
      "image 1535/3000 /kaggle/working/../input/vinbigdata/test/867fdc610019d6500f0d02205491d6b3.png: 512x512 1 Cardiomegaly, 2 ILDs, 6 Pleural thickenings, Done. (1.734s)\r\n",
      "image 1536/3000 /kaggle/working/../input/vinbigdata/test/86a162a046aa05913ec0ea15a37bf6ec.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 1 Other lesion, 1 Pleural thickening, Done. (1.770s)\r\n",
      "image 1537/3000 /kaggle/working/../input/vinbigdata/test/86b6e82323a0bc62ea29acad47cb8b4b.png: 512x512 4 Aortic enlargements, 4 Calcifications, 2 Cardiomegalys, 2 ILDs, 2 Nodule/Masss, 6 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.724s)\r\n",
      "image 1538/3000 /kaggle/working/../input/vinbigdata/test/86c250394507375a62f41b8178cee56b.png: 512x512 2 ILDs, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.982s)\r\n",
      "image 1539/3000 /kaggle/working/../input/vinbigdata/test/86d44d9e44347855ffc41410e213f3fc.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.658s)\r\n",
      "image 1540/3000 /kaggle/working/../input/vinbigdata/test/86f163288f42611c975cbc28990cadd3.png: 512x512 5 Aortic enlargements, 2 Atelectasiss, 1 Calcification, 1 Cardiomegaly, 4 ILDs, 2 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 7 Other lesions, 4 Pleural effusions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.689s)\r\n",
      "image 1541/3000 /kaggle/working/../input/vinbigdata/test/86f879c042c8a2860eb6f3177d374998.png: 512x512 1 Pleural effusion, 5 Pleural thickenings, Done. (1.776s)\r\n",
      "image 1542/3000 /kaggle/working/../input/vinbigdata/test/86f8a2d7a8ea7bc8f1d9410b1434ffca.png: 512x512 4 Aortic enlargements, 4 Calcifications, 2 Cardiomegalys, 1 ILD, 11 Other lesions, 3 Pleural effusions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.846s)\r\n",
      "image 1543/3000 /kaggle/working/../input/vinbigdata/test/86fa4d1e5cc255212325d29ff77600fe.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 2 Other lesions, 9 Pleural thickenings, Done. (1.922s)\r\n",
      "image 1544/3000 /kaggle/working/../input/vinbigdata/test/8704b3b6daca3fa2a42630a22b6ded1a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (2.114s)\r\n",
      "image 1545/3000 /kaggle/working/../input/vinbigdata/test/870de757427d966a02d162ae502f6563.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 2 Other lesions, 4 Pleural effusions, 5 Pleural thickenings, Done. (2.095s)\r\n",
      "image 1546/3000 /kaggle/working/../input/vinbigdata/test/8718fb6c453339e5db252d14328d8ae9.png: 512x512 6 Pleural thickenings, Done. (1.952s)\r\n",
      "image 1547/3000 /kaggle/working/../input/vinbigdata/test/871a0f6c5f88473af86d1ceab436a040.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 ILDs, 2 Infiltrations, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (2.314s)\r\n",
      "image 1548/3000 /kaggle/working/../input/vinbigdata/test/871e8ae9dc52f1fd45a7cd3068c71d2e.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Calcification, 2 Consolidations, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 3 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (2.040s)\r\n",
      "image 1549/3000 /kaggle/working/../input/vinbigdata/test/8738f1843ea1425fdb36e2b0fac23626.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Consolidation, 1 Infiltration, 5 Lung Opacitys, 3 Nodule/Masss, 9 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.517s)\r\n",
      "image 1550/3000 /kaggle/working/../input/vinbigdata/test/874ac8cb7b030ee4356d0b1bf54f3bd6.png: 512x512 2 Consolidations, 1 ILD, 3 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 1551/3000 /kaggle/working/../input/vinbigdata/test/87763a0a0edd30e68ff86a100878c3be.png: 512x512 1 Other lesion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.427s)\r\n",
      "image 1552/3000 /kaggle/working/../input/vinbigdata/test/878e449975ff3b3fe915c976e7b8349e.png: 512x512 4 Aortic enlargements, 3 Calcifications, 2 Cardiomegalys, 5 ILDs, 1 Nodule/Mass, 14 Other lesions, 4 Pleural effusions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.424s)\r\n",
      "image 1553/3000 /kaggle/working/../input/vinbigdata/test/879749b06c2dd7de7a76887d7f3dc506.png: 512x512 1 Aortic enlargement, 1 Calcification, 4 Consolidations, 2 ILDs, 7 Infiltrations, 15 Lung Opacitys, 36 Nodule/Masss, 13 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 15 Pulmonary fibrosiss, Done. (1.444s)\r\n",
      "image 1554/3000 /kaggle/working/../input/vinbigdata/test/879e183709977d43bd02d4e51ef325b4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.447s)\r\n",
      "image 1555/3000 /kaggle/working/../input/vinbigdata/test/879ec35e876a8aa2ca445cc465da8322.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.447s)\r\n",
      "image 1556/3000 /kaggle/working/../input/vinbigdata/test/87a17e0680f0324fb5e39c610ec1eabc.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 ILD, 1 Other lesion, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.537s)\r\n",
      "image 1557/3000 /kaggle/working/../input/vinbigdata/test/87aa2198c942403312bb79486a068fec.png: 512x512 1 Aortic enlargement, 5 Calcifications, 9 Nodule/Masss, 1 Other lesion, 7 Pleural thickenings, 14 Pulmonary fibrosiss, Done. (1.473s)\r\n",
      "image 1558/3000 /kaggle/working/../input/vinbigdata/test/87d52b0c51edffcdd87793fe348aed71.png: 512x512 2 Aortic enlargements, 1 Lung Opacity, 1 Other lesion, 3 Pleural thickenings, Done. (1.464s)\r\n",
      "image 1559/3000 /kaggle/working/../input/vinbigdata/test/88026d37fe4202ab073fa838da4fa438.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Pleural thickening, Done. (1.468s)\r\n",
      "image 1560/3000 /kaggle/working/../input/vinbigdata/test/880331cec567a33bdfa422b8cae7f77c.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Pleural thickening, Done. (1.458s)\r\n",
      "image 1561/3000 /kaggle/working/../input/vinbigdata/test/880b327f38330a6d6f8ecd18678ab1eb.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.473s)\r\n",
      "image 1562/3000 /kaggle/working/../input/vinbigdata/test/88225a0655ff2e979a4901a74d206118.png: 512x512 2 Aortic enlargements, 1 Lung Opacity, 1 Other lesion, 8 Pleural thickenings, Done. (1.450s)\r\n",
      "image 1563/3000 /kaggle/working/../input/vinbigdata/test/8833925206c256a23d191bf9e976a37c.png: 512x512 1 Aortic enlargement, 1 ILD, 2 Lung Opacitys, 2 Nodule/Masss, 1 Other lesion, 1 Pleural thickening, 4 Pulmonary fibrosiss, Done. (1.489s)\r\n",
      "image 1564/3000 /kaggle/working/../input/vinbigdata/test/884f2b574d9600dd52f4a04c9aa3a230.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 4 Infiltrations, 5 Lung Opacitys, 9 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 6 Pulmonary fibrosiss, Done. (1.485s)\r\n",
      "image 1565/3000 /kaggle/working/../input/vinbigdata/test/88555f70eddbd1b7f5153f78c180a3f3.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Cardiomegalys, 5 Consolidations, 1 ILD, 5 Infiltrations, 7 Lung Opacitys, 6 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.817s)\r\n",
      "image 1566/3000 /kaggle/working/../input/vinbigdata/test/885cb27d4cf51dc3aa6fa71b3aff08d8.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Consolidation, 1 ILD, 4 Infiltrations, 6 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 8 Pleural effusions, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.452s)\r\n",
      "image 1567/3000 /kaggle/working/../input/vinbigdata/test/8861966283668b026211d4789e556e32.png: 512x512 1 Calcification, 3 Other lesions, 8 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.443s)\r\n",
      "image 1568/3000 /kaggle/working/../input/vinbigdata/test/887371388c9802ebf6e18d617d1c9ead.png: 512x512 7 Pleural thickenings, Done. (1.982s)\r\n",
      "image 1569/3000 /kaggle/working/../input/vinbigdata/test/889347926c284c6c61234b357153d327.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 ILDs, 2 Infiltrations, 1 Lung Opacity, 2 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.456s)\r\n",
      "image 1570/3000 /kaggle/working/../input/vinbigdata/test/889c383884d98ca6c0f3ef7e5c988f47.png: 512x512 2 Pleural effusions, 3 Pleural thickenings, Done. (1.532s)\r\n",
      "image 1571/3000 /kaggle/working/../input/vinbigdata/test/88b95ee8ca5cf416d2d4eefe6fdda544.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.476s)\r\n",
      "image 1572/3000 /kaggle/working/../input/vinbigdata/test/88c170fc29bb285ec48a809de2d206cd.png: 512x512 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 17 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.444s)\r\n",
      "image 1573/3000 /kaggle/working/../input/vinbigdata/test/88cd5c503ff4f6309fd2b7b38ac71788.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 2 Nodule/Masss, 2 Other lesions, 4 Pleural thickenings, Done. (1.430s)\r\n",
      "image 1574/3000 /kaggle/working/../input/vinbigdata/test/88d2ce200de6d068f75bd22fe9c9ff99.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.435s)\r\n",
      "image 1575/3000 /kaggle/working/../input/vinbigdata/test/88e1a8afc53c842ef8b8f8d6a3aed32b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 5 Lung Opacitys, 1 Nodule/Mass, 4 Pleural effusions, 2 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.462s)\r\n",
      "image 1576/3000 /kaggle/working/../input/vinbigdata/test/89026693453e72d07cdccd6a98999fd5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 3 Pleural thickenings, Done. (1.430s)\r\n",
      "image 1577/3000 /kaggle/working/../input/vinbigdata/test/8915d3a6c700fd26eddb5c5d7f67571c.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, 1 Pleural thickening, Done. (1.459s)\r\n",
      "image 1578/3000 /kaggle/working/../input/vinbigdata/test/89712ddf9e0bcf39f38d7fb0c174b316.png: 512x512 2 Aortic enlargements, 3 Calcifications, 1 Cardiomegaly, 1 Nodule/Mass, 12 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.500s)\r\n",
      "image 1579/3000 /kaggle/working/../input/vinbigdata/test/897bb7685ab7e0b33ffd63d8a8c602af.png: 512x512 1 Consolidation, 3 ILDs, 4 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.426s)\r\n",
      "image 1580/3000 /kaggle/working/../input/vinbigdata/test/897c9283fc1e7c7c9c27db654aec8d73.png: 512x512 1 Pleural thickening, Done. (1.433s)\r\n",
      "image 1581/3000 /kaggle/working/../input/vinbigdata/test/898f3a2c28f2267652a51a0163da0a19.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 3 Infiltrations, 3 Lung Opacitys, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.423s)\r\n",
      "image 1582/3000 /kaggle/working/../input/vinbigdata/test/899071c789c858f5f18e7bb8cc01e9d8.png: 512x512 1 Cardiomegaly, 1 Other lesion, 4 Pleural thickenings, Done. (1.439s)\r\n",
      "image 1583/3000 /kaggle/working/../input/vinbigdata/test/8997b6c26e44ce628e1eb711d11823fc.png: 512x512 5 Aortic enlargements, 4 Calcifications, 2 Cardiomegalys, 1 Consolidation, 1 ILD, 2 Nodule/Masss, 3 Other lesions, 1 Pneumothorax, Done. (1.452s)\r\n",
      "image 1584/3000 /kaggle/working/../input/vinbigdata/test/89d69479402c09787ae6663d2536a200.png: 512x512 1 Lung Opacity, 1 Other lesion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.450s)\r\n",
      "image 1585/3000 /kaggle/working/../input/vinbigdata/test/89ed046a7e6ea0bf90a90d41c93838fa.png: 512x512 1 Pleural thickening, Done. (1.490s)\r\n",
      "image 1586/3000 /kaggle/working/../input/vinbigdata/test/89f04f147e058dd9899c3868fc135e4f.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.822s)\r\n",
      "image 1587/3000 /kaggle/working/../input/vinbigdata/test/89f132e2e7c2ba998aca172c2ac942b6.png: 512x512 1 Aortic enlargement, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.491s)\r\n",
      "image 1588/3000 /kaggle/working/../input/vinbigdata/test/89f9bf838081221588361f1da1e9a81a.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 ILD, 3 Pleural thickenings, Done. (1.414s)\r\n",
      "image 1589/3000 /kaggle/working/../input/vinbigdata/test/89fe3306458a22b4872928854c8d7a93.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 6 Pleural thickenings, Done. (1.415s)\r\n",
      "image 1590/3000 /kaggle/working/../input/vinbigdata/test/8a03b8aacb12ad5740f7d6d236631937.png: 512x512 3 Aortic enlargements, 3 Calcifications, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.816s)\r\n",
      "image 1591/3000 /kaggle/working/../input/vinbigdata/test/8a0914af872a03770cd65e63ac220504.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.433s)\r\n",
      "image 1592/3000 /kaggle/working/../input/vinbigdata/test/8a135433be4f3db4c84dd0c17fd49bd5.png: 512x512 1 Aortic enlargement, 3 Lung Opacitys, 1 Other lesion, 2 Pleural effusions, 5 Pleural thickenings, Done. (1.479s)\r\n",
      "image 1593/3000 /kaggle/working/../input/vinbigdata/test/8a1b171f8f5fff7acafec5dcb11b67da.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.436s)\r\n",
      "image 1594/3000 /kaggle/working/../input/vinbigdata/test/8a21e0bb68cd729b2108a80faf955b7d.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.404s)\r\n",
      "image 1595/3000 /kaggle/working/../input/vinbigdata/test/8a28453b44f960e96195ef63a19eef4d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Infiltration, 2 Lung Opacitys, 6 Pleural thickenings, Done. (1.432s)\r\n",
      "image 1596/3000 /kaggle/working/../input/vinbigdata/test/8a4ebdea1fd73168d73755a4335b6ac6.png: 512x512 1 Cardiomegaly, Done. (1.414s)\r\n",
      "image 1597/3000 /kaggle/working/../input/vinbigdata/test/8a56a454dfea716a4d249144054974c1.png: 512x512 1 Cardiomegaly, 1 Lung Opacity, 1 Pleural thickening, Done. (1.419s)\r\n",
      "image 1598/3000 /kaggle/working/../input/vinbigdata/test/8ae22bee34bbc561f7ce751a893a2715.png: 512x512 3 ILDs, 1 Infiltration, 1 Lung Opacity, 3 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 1 Pneumothorax, 3 Pulmonary fibrosiss, Done. (1.429s)\r\n",
      "image 1599/3000 /kaggle/working/../input/vinbigdata/test/8b0d1968a2f5c7d6f4fd31b9b6fa37d0.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 8 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.431s)\r\n",
      "image 1600/3000 /kaggle/working/../input/vinbigdata/test/8b1be486cd3aa270873ee8bce40084a0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.489s)\r\n",
      "image 1601/3000 /kaggle/working/../input/vinbigdata/test/8b20c3eebf97ebe4a939ec16f1be2ccf.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.438s)\r\n",
      "image 1602/3000 /kaggle/working/../input/vinbigdata/test/8b367525fe691a088991bf7ceb7b0ba9.png: 512x512 1 Cardiomegaly, 1 Pleural thickening, Done. (1.436s)\r\n",
      "image 1603/3000 /kaggle/working/../input/vinbigdata/test/8b44752d98acbc233b093260c0f2061d.png: 512x512 1 Consolidation, 2 Infiltrations, 2 Lung Opacitys, 2 Other lesions, 2 Pleural effusions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.446s)\r\n",
      "image 1604/3000 /kaggle/working/../input/vinbigdata/test/8b783188befa28d99bbf268a7f30bf0c.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Other lesion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.439s)\r\n",
      "image 1605/3000 /kaggle/working/../input/vinbigdata/test/8b80c6d513fcc465dee24402e8431bd3.png: 512x512 1 Pleural thickening, Done. (1.414s)\r\n",
      "image 1606/3000 /kaggle/working/../input/vinbigdata/test/8b83b4587641993e3b01daa61e207ba9.png: 512x512 4 Aortic enlargements, 1 Cardiomegaly, 1 Lung Opacity, 3 Other lesions, 1 Pleural effusion, 1 Pleural thickening, Done. (1.423s)\r\n",
      "image 1607/3000 /kaggle/working/../input/vinbigdata/test/8b92de834e67f5a072af66d59aacc825.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 2 Consolidations, 2 Infiltrations, 4 Lung Opacitys, 2 Other lesions, 6 Pleural effusions, 8 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.860s)\r\n",
      "image 1608/3000 /kaggle/working/../input/vinbigdata/test/8b9c9d55bd03bf92f252c764bdc05bcf.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (1.431s)\r\n",
      "image 1609/3000 /kaggle/working/../input/vinbigdata/test/8b9ea72de468504f3dbc3fc711f905a3.png: 512x512 1 Nodule/Mass, 2 Pleural thickenings, Done. (1.411s)\r\n",
      "image 1610/3000 /kaggle/working/../input/vinbigdata/test/8bb8636f45e172949bb99b3d5dd715fd.png: 512x512 1 Consolidation, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 1 Other lesion, 2 Pleural effusions, 2 Pleural thickenings, Done. (1.432s)\r\n",
      "image 1611/3000 /kaggle/working/../input/vinbigdata/test/8bdba2010a4775f16a711feab58b8c1c.png: 512x512 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.441s)\r\n",
      "image 1612/3000 /kaggle/working/../input/vinbigdata/test/8bf191972855f263e27d2239d753e622.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 5 ILDs, 1 Other lesion, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.956s)\r\n",
      "image 1613/3000 /kaggle/working/../input/vinbigdata/test/8bfad13f75648d94cdc8fc5f988f701f.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.450s)\r\n",
      "image 1614/3000 /kaggle/working/../input/vinbigdata/test/8c199df8b4209bac0e289a8fc63f46fc.png: 512x512 5 Aortic enlargements, 2 Atelectasiss, 6 Calcifications, 7 Cardiomegalys, 18 Consolidations, 2 ILDs, 6 Infiltrations, 36 Lung Opacitys, 118 Nodule/Masss, 29 Other lesions, 3 Pleural effusions, 10 Pleural thickenings, 2 Pneumothoraxs, 8 Pulmonary fibrosiss, Done. (1.489s)\r\n",
      "image 1615/3000 /kaggle/working/../input/vinbigdata/test/8c1da0c0eb67a8b7bb7cfac84ecb1cc9.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.423s)\r\n",
      "image 1616/3000 /kaggle/working/../input/vinbigdata/test/8c40cb4ad9be5f24327c1b188f14b81b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.419s)\r\n",
      "image 1617/3000 /kaggle/working/../input/vinbigdata/test/8c5f21ee2a5e13f48eddb5877084a11f.png: 512x512 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.417s)\r\n",
      "image 1618/3000 /kaggle/working/../input/vinbigdata/test/8c6139a7a9ea206b16b3a0d330ad6c02.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.412s)\r\n",
      "image 1619/3000 /kaggle/working/../input/vinbigdata/test/8c6c6d7609f644dea5044ac56725cf3a.png: 512x512 2 Aortic enlargements, 1 ILD, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, 4 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 1620/3000 /kaggle/working/../input/vinbigdata/test/8c7341b62afed8980c0cfa1659909be3.png: 512x512 4 Aortic enlargements, 7 Calcifications, 4 Cardiomegalys, 4 Nodule/Masss, 10 Other lesions, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.441s)\r\n",
      "image 1621/3000 /kaggle/working/../input/vinbigdata/test/8ca35bde756454ae2789f75ad12dfa1a.png: 512x512 Done. (1.513s)\r\n",
      "image 1622/3000 /kaggle/working/../input/vinbigdata/test/8cdb33b248a22754d1c2d8b409695a23.png: 512x512 1 Pleural thickening, Done. (1.417s)\r\n",
      "image 1623/3000 /kaggle/working/../input/vinbigdata/test/8d14c321b87595be89926a9b5219150b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 2 Pleural thickenings, Done. (1.446s)\r\n",
      "image 1624/3000 /kaggle/working/../input/vinbigdata/test/8d1cee8994769d8a74512426fb45cd98.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pulmonary fibrosis, Done. (1.442s)\r\n",
      "image 1625/3000 /kaggle/working/../input/vinbigdata/test/8d320a31edbc7f28ea0e329c5a91c55c.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 3 ILDs, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.430s)\r\n",
      "image 1626/3000 /kaggle/working/../input/vinbigdata/test/8d53f1f5d327b1e1642bdb63d697c4fe.png: 512x512 2 Aortic enlargements, 1 Consolidation, 6 ILDs, 5 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 9 Other lesions, 1 Pleural thickening, 9 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 1627/3000 /kaggle/working/../input/vinbigdata/test/8d598771f57b55e64a2ecd048ac42194.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.433s)\r\n",
      "image 1628/3000 /kaggle/working/../input/vinbigdata/test/8d612aaeaf1b5a01971cbdba49b37fdb.png: 512x512 3 Lung Opacitys, 2 Other lesions, 9 Pleural effusions, 17 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.811s)\r\n",
      "image 1629/3000 /kaggle/working/../input/vinbigdata/test/8d677aa2749132774b4bb1400351e097.png: 512x512 3 Aortic enlargements, 2 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.509s)\r\n",
      "image 1630/3000 /kaggle/working/../input/vinbigdata/test/8d87354fed4d79fe6e33267600d66adf.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.409s)\r\n",
      "image 1631/3000 /kaggle/working/../input/vinbigdata/test/8d8830c35ca3c9b01c3dd33eb4fabc00.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Consolidations, 4 ILDs, 10 Infiltrations, 10 Lung Opacitys, 4 Nodule/Masss, 5 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.435s)\r\n",
      "image 1632/3000 /kaggle/working/../input/vinbigdata/test/8d92d5da9bcba061cf36ee0a6c4d5d45.png: 512x512 7 Pleural thickenings, Done. (1.427s)\r\n",
      "image 1633/3000 /kaggle/working/../input/vinbigdata/test/8db4cbed642a41074ac5acdb0be452e4.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, Done. (1.425s)\r\n",
      "image 1634/3000 /kaggle/working/../input/vinbigdata/test/8db986c7dad6ac1f5b3bcbf23b358d63.png: 512x512 1 Aortic enlargement, 3 ILDs, 1 Infiltration, 1 Other lesion, 2 Pleural effusions, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.976s)\r\n",
      "image 1635/3000 /kaggle/working/../input/vinbigdata/test/8de301615cf3fca4c747a87d9b9505c1.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 5 ILDs, 2 Infiltrations, 3 Other lesions, 5 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.405s)\r\n",
      "image 1636/3000 /kaggle/working/../input/vinbigdata/test/8dec5497ecc246766acfba5a4be4e619.png: 512x512 2 Aortic enlargements, 1 Infiltration, 1 Lung Opacity, 7 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.474s)\r\n",
      "image 1637/3000 /kaggle/working/../input/vinbigdata/test/8e3d51015dcc574507110141019bc77a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 ILDs, 5 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 6 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 1638/3000 /kaggle/working/../input/vinbigdata/test/8e45289dba71354bafe44794b7d60d2c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.433s)\r\n",
      "image 1639/3000 /kaggle/working/../input/vinbigdata/test/8e6dca156b7d89a13ab8849b30bf511f.png: 512x512 1 Pleural effusion, 3 Pleural thickenings, Done. (1.444s)\r\n",
      "image 1640/3000 /kaggle/working/../input/vinbigdata/test/8e9dbebe9681191780dd66779a27a663.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 ILD, 1 Nodule/Mass, 4 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.426s)\r\n",
      "image 1641/3000 /kaggle/working/../input/vinbigdata/test/8ea15d8dffaccc803d343596092354b5.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 3 Cardiomegalys, 3 Consolidations, 1 ILD, 6 Infiltrations, 11 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 7 Pleural effusions, 6 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.446s)\r\n",
      "image 1642/3000 /kaggle/working/../input/vinbigdata/test/8eac0d67c1763bf49cff773d0acce819.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, Done. (1.416s)\r\n",
      "image 1643/3000 /kaggle/working/../input/vinbigdata/test/8ecee848dad45a30b6a0f80f6524a3cd.png: 512x512 2 Aortic enlargements, 3 Calcifications, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 5 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.502s)\r\n",
      "image 1644/3000 /kaggle/working/../input/vinbigdata/test/8edb79319d71c1813e91d049d466e237.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 ILDs, 1 Infiltration, 3 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.422s)\r\n",
      "image 1645/3000 /kaggle/working/../input/vinbigdata/test/8ee3612f9072477512f638498c50d788.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Other lesions, 2 Pleural effusions, 9 Pleural thickenings, Done. (1.420s)\r\n",
      "image 1646/3000 /kaggle/working/../input/vinbigdata/test/8eea7c2445255538d0785405b6832ff9.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 1 Consolidation, 9 ILDs, 5 Infiltrations, 8 Lung Opacitys, 6 Nodule/Masss, 18 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.436s)\r\n",
      "image 1647/3000 /kaggle/working/../input/vinbigdata/test/8f0e9a83c1e26189ede1bd22fd751ead.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.429s)\r\n",
      "image 1648/3000 /kaggle/working/../input/vinbigdata/test/8f21e046be34b9fd8fe5a3f6bff1b139.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.422s)\r\n",
      "image 1649/3000 /kaggle/working/../input/vinbigdata/test/8f4074350997e3cac1a8714363ce4069.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.837s)\r\n",
      "image 1650/3000 /kaggle/working/../input/vinbigdata/test/8f83a4da5d18bff5a21d5caaef7d38ae.png: 512x512 3 Aortic enlargements, 3 Calcifications, 1 Cardiomegaly, 2 Nodule/Masss, 3 Pleural thickenings, Done. (1.429s)\r\n",
      "image 1651/3000 /kaggle/working/../input/vinbigdata/test/8f87062bcd359f1d6ba0c6ab4e1ce2aa.png: 512x512 1 Cardiomegaly, 4 Other lesions, Done. (1.488s)\r\n",
      "image 1652/3000 /kaggle/working/../input/vinbigdata/test/8f90c2f3fa222eac7b59911267d00322.png: 512x512 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.431s)\r\n",
      "image 1653/3000 /kaggle/working/../input/vinbigdata/test/8fa99ab9d23eba8869ed9acd6429a0d5.png: 512x512 1 Other lesion, 5 Pleural thickenings, Done. (1.452s)\r\n",
      "image 1654/3000 /kaggle/working/../input/vinbigdata/test/8fc6580091f8d24be3dbd700d4630833.png: 512x512 1 Pleural effusion, 7 Pleural thickenings, Done. (1.444s)\r\n",
      "image 1655/3000 /kaggle/working/../input/vinbigdata/test/8fc78cbddaaed14a33267a0b3e4094e3.png: 512x512 1 Aortic enlargement, 3 Calcifications, 5 Other lesions, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.651s)\r\n",
      "image 1656/3000 /kaggle/working/../input/vinbigdata/test/900b1f760a359497ccf2a17d08413357.png: 512x512 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.657s)\r\n",
      "image 1657/3000 /kaggle/working/../input/vinbigdata/test/9021a7769e065e341d0893fac8250f2f.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 ILDs, 1 Other lesion, 1 Pleural thickening, Done. (1.434s)\r\n",
      "image 1658/3000 /kaggle/working/../input/vinbigdata/test/902475b417c3d15c12706001292aa02e.png: 512x512 1 Consolidation, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.467s)\r\n",
      "image 1659/3000 /kaggle/working/../input/vinbigdata/test/90298b04a0c568ee2144c3431711b30e.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 4 Lung Opacitys, 3 Nodule/Masss, 3 Other lesions, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.403s)\r\n",
      "image 1660/3000 /kaggle/working/../input/vinbigdata/test/9045dfc3d4a724a051e85b331af35116.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 4 Consolidations, 6 ILDs, 6 Infiltrations, 8 Lung Opacitys, 7 Nodule/Masss, 6 Other lesions, 5 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.437s)\r\n",
      "image 1661/3000 /kaggle/working/../input/vinbigdata/test/9046a6b2fb904a20e144f9c26ac86ea7.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.436s)\r\n",
      "image 1662/3000 /kaggle/working/../input/vinbigdata/test/904c597a439d56ab663e0b5cc5422924.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.433s)\r\n",
      "image 1663/3000 /kaggle/working/../input/vinbigdata/test/9055b296acf42185d29edd60dfdc6c50.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Cardiomegalys, 1 Consolidation, 5 ILDs, 4 Infiltrations, 4 Lung Opacitys, 4 Nodule/Masss, 9 Other lesions, 3 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.430s)\r\n",
      "image 1664/3000 /kaggle/working/../input/vinbigdata/test/9060abafbf20514eb23dacaec98e5001.png: 512x512 2 Aortic enlargements, 2 ILDs, 5 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.423s)\r\n",
      "image 1665/3000 /kaggle/working/../input/vinbigdata/test/90a2ee123827454effd1632e5a0d2214.png: 512x512 1 Aortic enlargement, 1 Other lesion, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.506s)\r\n",
      "image 1666/3000 /kaggle/working/../input/vinbigdata/test/90fcb945ce4bd77f9d7eb0cf3b7c0c75.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 2 Infiltrations, 3 Lung Opacitys, 3 Nodule/Masss, 3 Other lesions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.423s)\r\n",
      "image 1667/3000 /kaggle/working/../input/vinbigdata/test/90ff0f6edbdb16fdeeaf3a8471f576ff.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Lung Opacitys, 1 Nodule/Mass, 4 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.410s)\r\n",
      "image 1668/3000 /kaggle/working/../input/vinbigdata/test/9105b96b6fdcb0dc599dc279b23c524e.png: 512x512 1 Aortic enlargement, 2 Cardiomegalys, 1 Consolidation, 5 ILDs, 5 Infiltrations, 4 Lung Opacitys, 6 Nodule/Masss, 5 Other lesions, 2 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.427s)\r\n",
      "image 1669/3000 /kaggle/working/../input/vinbigdata/test/91123b24b8a4c289820bbb2dc6dabdfe.png: 512x512 2 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 1 Lung Opacity, 1 Pleural thickening, 3 Pulmonary fibrosiss, Done. (1.420s)\r\n",
      "image 1670/3000 /kaggle/working/../input/vinbigdata/test/9112756a7e8b3ae899c07ee78f42ba65.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 ILD, 2 Infiltrations, 3 Lung Opacitys, 4 Nodule/Masss, 5 Other lesions, 2 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.829s)\r\n",
      "image 1671/3000 /kaggle/working/../input/vinbigdata/test/91283908618845879937985817083c93.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 3 Pleural thickenings, Done. (1.441s)\r\n",
      "image 1672/3000 /kaggle/working/../input/vinbigdata/test/912a20a92e3eec09b59aad46c4451241.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 3 Nodule/Masss, Done. (1.518s)\r\n",
      "image 1673/3000 /kaggle/working/../input/vinbigdata/test/915e148ea37918f74554937db82e0bef.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 3 Consolidations, 7 ILDs, 8 Infiltrations, 6 Lung Opacitys, 9 Nodule/Masss, 6 Other lesions, 1 Pleural effusion, 8 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 1674/3000 /kaggle/working/../input/vinbigdata/test/91666dfbe7cae907ee17c02084290e4b.png: 512x512 2 Aortic enlargements, 3 Calcifications, 1 Consolidation, 3 Infiltrations, 4 Lung Opacitys, 2 Nodule/Masss, 6 Other lesions, 2 Pleural effusions, 8 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.406s)\r\n",
      "image 1675/3000 /kaggle/working/../input/vinbigdata/test/9166a14e1c348730c4f6a58b91cab35b.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.410s)\r\n",
      "image 1676/3000 /kaggle/working/../input/vinbigdata/test/919ae0be4914f8ab1309afd084b552f9.png: 512x512 2 Cardiomegalys, 1 Lung Opacity, 3 Other lesions, Done. (1.417s)\r\n",
      "image 1677/3000 /kaggle/working/../input/vinbigdata/test/91a0ba6661f1216e3e0efa1da5085927.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 3 Pleural thickenings, Done. (1.661s)\r\n",
      "image 1678/3000 /kaggle/working/../input/vinbigdata/test/91a8f0bfbcfa86f399c6a1175ce78b48.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Nodule/Mass, 4 Other lesions, 2 Pleural thickenings, Done. (1.646s)\r\n",
      "image 1679/3000 /kaggle/working/../input/vinbigdata/test/91c465dad262c2d07cc9d98ebd3126cf.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.415s)\r\n",
      "image 1680/3000 /kaggle/working/../input/vinbigdata/test/91fe3b729dcb9a1fe5ddc310893fd339.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 1 Consolidation, 4 ILDs, 4 Infiltrations, 4 Lung Opacitys, 3 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.462s)\r\n",
      "image 1681/3000 /kaggle/working/../input/vinbigdata/test/920798732c5a28ac4c00a8cf4a49e3ac.png: 512x512 1 Aortic enlargement, 2 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.421s)\r\n",
      "image 1682/3000 /kaggle/working/../input/vinbigdata/test/920adb61fe4f2cad8c72b874d2f06653.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.434s)\r\n",
      "image 1683/3000 /kaggle/working/../input/vinbigdata/test/920b51a079a6918a500745fd5dcc1c03.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.419s)\r\n",
      "image 1684/3000 /kaggle/working/../input/vinbigdata/test/921ae3e2888fcc1250129a6e8e585350.png: 512x512 3 Pleural thickenings, Done. (1.425s)\r\n",
      "image 1685/3000 /kaggle/working/../input/vinbigdata/test/921d2a094965fd081bc7d0d9ac6354b2.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.411s)\r\n",
      "image 1686/3000 /kaggle/working/../input/vinbigdata/test/9221b0d7c0029ef3ac6e12f5aa330fa6.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 ILD, 3 Other lesions, Done. (1.465s)\r\n",
      "image 1687/3000 /kaggle/working/../input/vinbigdata/test/923555428f4043c4b5eac18d242021a7.png: 512x512 1 Calcification, 3 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.499s)\r\n",
      "image 1688/3000 /kaggle/working/../input/vinbigdata/test/923e8cd400a4e914b50f3ee0ee7297e3.png: 512x512 1 Calcification, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.420s)\r\n",
      "image 1689/3000 /kaggle/working/../input/vinbigdata/test/925d945d9d6cf5d0f8bb294e8c68fdbc.png: 512x512 1 Calcification, 7 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.394s)\r\n",
      "image 1690/3000 /kaggle/working/../input/vinbigdata/test/9261a4818a8933262ea1b9b9bebd2b4d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, Done. (1.417s)\r\n",
      "image 1691/3000 /kaggle/working/../input/vinbigdata/test/9262bfe5dc41410f1725ebdd26a22334.png: 512x512 6 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 1 Other lesion, 2 Pleural thickenings, Done. (1.766s)\r\n",
      "image 1692/3000 /kaggle/working/../input/vinbigdata/test/926787394c8df63b1da0a1cadf1063ee.png: 512x512 2 Aortic enlargements, 1 Calcification, 2 Other lesions, 5 Pleural thickenings, Done. (1.408s)\r\n",
      "image 1693/3000 /kaggle/working/../input/vinbigdata/test/926f386ea35e891d7bfbcf9cab111866.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.424s)\r\n",
      "image 1694/3000 /kaggle/working/../input/vinbigdata/test/9276f93cb5f5b511b7ad3caf71c45f10.png: 512x512 2 Aortic enlargements, 3 Pleural thickenings, Done. (1.529s)\r\n",
      "image 1695/3000 /kaggle/working/../input/vinbigdata/test/92a7c4fdc48bc4b5567b292cb57a201d.png: 512x512 1 Aortic enlargement, 14 Calcifications, 1 Cardiomegaly, 2 Consolidations, 3 ILDs, 4 Infiltrations, 4 Lung Opacitys, 26 Nodule/Masss, 12 Other lesions, 2 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.425s)\r\n",
      "image 1696/3000 /kaggle/working/../input/vinbigdata/test/92b86dc30366b13fa742c386fb146594.png: 512x512 1 Cardiomegaly, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.423s)\r\n",
      "image 1697/3000 /kaggle/working/../input/vinbigdata/test/92e71098a8b0f7e30097a649588a26de.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 3 Lung Opacitys, 4 Nodule/Masss, 2 Other lesions, 4 Pleural effusions, 9 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.411s)\r\n",
      "image 1698/3000 /kaggle/working/../input/vinbigdata/test/92e85f2d1d6ad5ebe0385ebb1a7868c2.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.426s)\r\n",
      "image 1699/3000 /kaggle/working/../input/vinbigdata/test/92fa602b722ed0b664edb0b7ef6efc6e.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.652s)\r\n",
      "image 1700/3000 /kaggle/working/../input/vinbigdata/test/9312eef59a2ec95acb7e39d0508d89cc.png: 512x512 3 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 3 ILDs, 2 Infiltrations, 3 Lung Opacitys, 9 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.640s)\r\n",
      "image 1701/3000 /kaggle/working/../input/vinbigdata/test/931dc77300612101a84eff6070ca270a.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Consolidation, 2 ILDs, 7 Infiltrations, 7 Lung Opacitys, 10 Nodule/Masss, 5 Other lesions, 6 Pleural thickenings, 25 Pulmonary fibrosiss, Done. (1.435s)\r\n",
      "image 1702/3000 /kaggle/working/../input/vinbigdata/test/93239daad566dbc55904c90e6f74a8f4.png: 512x512 2 Aortic enlargements, 1 Nodule/Mass, 4 Pleural thickenings, Done. (1.481s)\r\n",
      "image 1703/3000 /kaggle/working/../input/vinbigdata/test/933a7e742b3bda1d1e345dd123b5f46a.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 11 Lung Opacitys, 1 Nodule/Mass, 50 Other lesions, 4 Pleural effusions, 10 Pleural thickenings, 3 Pneumothoraxs, 23 Pulmonary fibrosiss, Done. (1.409s)\r\n",
      "image 1704/3000 /kaggle/working/../input/vinbigdata/test/934e2731a86f3a6d750f7f7d9eaea85c.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 4 Consolidations, 4 Infiltrations, 8 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 10 Pleural effusions, 9 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.408s)\r\n",
      "image 1705/3000 /kaggle/working/../input/vinbigdata/test/937a353dd57519c0757ce2da3ae2bdc2.png: 512x512 1 Cardiomegaly, Done. (1.422s)\r\n",
      "image 1706/3000 /kaggle/working/../input/vinbigdata/test/93c4edb47311463feddf87a0ea36f128.png: 512x512 1 Aortic enlargement, 3 ILDs, 1 Infiltration, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.443s)\r\n",
      "image 1707/3000 /kaggle/working/../input/vinbigdata/test/93cdc1245a32efee2b5ec92abe175e8b.png: 512x512 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.428s)\r\n",
      "image 1708/3000 /kaggle/working/../input/vinbigdata/test/940635db4ae037a40c8a95a81de062d6.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 3 Pleural thickenings, Done. (1.422s)\r\n",
      "image 1709/3000 /kaggle/working/../input/vinbigdata/test/9408e65cccb846a922ba24c1482d1f4e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Nodule/Masss, 4 Pleural thickenings, Done. (1.511s)\r\n",
      "image 1710/3000 /kaggle/working/../input/vinbigdata/test/941dc59889449949de70d0b3a545939c.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Infiltrations, 2 Lung Opacitys, 4 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 8 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.436s)\r\n",
      "image 1711/3000 /kaggle/working/../input/vinbigdata/test/945654132299ed39a4001917a63442b5.png: 512x512 7 Pleural thickenings, Done. (1.432s)\r\n",
      "image 1712/3000 /kaggle/working/../input/vinbigdata/test/94568a546be103177cb582d3e91cd2d8.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 3 Other lesions, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.881s)\r\n",
      "image 1713/3000 /kaggle/working/../input/vinbigdata/test/945e911b21f8a7a61e1828b1b96e9b57.png: 512x512 2 Cardiomegalys, 3 ILDs, 3 Other lesions, 1 Pleural thickening, Done. (1.436s)\r\n",
      "image 1714/3000 /kaggle/working/../input/vinbigdata/test/9466f15cf32369021196e4a474d6864e.png: 512x512 2 Aortic enlargements, 1 ILD, 4 Pleural thickenings, Done. (1.436s)\r\n",
      "image 1715/3000 /kaggle/working/../input/vinbigdata/test/94699ec9440ff2d98c16238825994312.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.434s)\r\n",
      "image 1716/3000 /kaggle/working/../input/vinbigdata/test/94991be117227a4da154ae9d49583695.png: 512x512 1 Aortic enlargement, 3 Calcifications, 1 Cardiomegaly, 1 Infiltration, 4 Lung Opacitys, 4 Nodule/Masss, 7 Other lesions, 7 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.480s)\r\n",
      "image 1717/3000 /kaggle/working/../input/vinbigdata/test/94b4487a6f96741da2745343df491908.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (1.446s)\r\n",
      "image 1718/3000 /kaggle/working/../input/vinbigdata/test/950259de679bcbb923e69129ef6640d5.png: 512x512 6 Aortic enlargements, 4 Calcifications, 3 Cardiomegalys, 1 ILD, 2 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 1 Pulmonary fibrosis, Done. (1.440s)\r\n",
      "image 1719/3000 /kaggle/working/../input/vinbigdata/test/950f7420fe9cb8a960a5c3ca47c35748.png: 512x512 3 Aortic enlargements, 2 Atelectasiss, 2 Calcifications, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 2 Lung Opacitys, 3 Other lesions, 2 Pleural effusions, 4 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.435s)\r\n",
      "image 1720/3000 /kaggle/working/../input/vinbigdata/test/95108d231a9fd10ed3d5594c3e7f41e1.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 4 Other lesions, 3 Pleural thickenings, Done. (1.432s)\r\n",
      "image 1721/3000 /kaggle/working/../input/vinbigdata/test/95202c6e6cf656274adf379f419ab244.png: 512x512 1 Aortic enlargement, 2 Pleural effusions, 6 Pleural thickenings, Done. (1.909s)\r\n",
      "image 1722/3000 /kaggle/working/../input/vinbigdata/test/953e9c48167874db643fd1dc010605c1.png: 512x512 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.476s)\r\n",
      "image 1723/3000 /kaggle/working/../input/vinbigdata/test/9575166c507d7862f5924bc606eb6c1d.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Nodule/Mass, 5 Pleural thickenings, Done. (1.553s)\r\n",
      "image 1724/3000 /kaggle/working/../input/vinbigdata/test/958a4c63f5e4151e78a7a3684eb4616f.png: 512x512 2 Calcifications, 1 Consolidation, 8 ILDs, 4 Infiltrations, 4 Lung Opacitys, 4 Nodule/Masss, 8 Other lesions, 6 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.467s)\r\n",
      "image 1725/3000 /kaggle/working/../input/vinbigdata/test/95c1cb84d859b7ef18e61b5e2d052bb5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Lung Opacitys, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.470s)\r\n",
      "image 1726/3000 /kaggle/working/../input/vinbigdata/test/95c7dd4307b9ab126fe347ba6e57dd7e.png: 512x512 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.446s)\r\n",
      "image 1727/3000 /kaggle/working/../input/vinbigdata/test/95eb9d1e5697e1c665253e05dcf5a464.png: 512x512 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 2 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.430s)\r\n",
      "image 1728/3000 /kaggle/working/../input/vinbigdata/test/96171d4df35e0bb38fd6df7e7b6f35e9.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 2 Calcifications, 1 Consolidation, 1 ILD, 3 Infiltrations, 4 Lung Opacitys, 3 Nodule/Masss, 15 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.421s)\r\n",
      "image 1729/3000 /kaggle/working/../input/vinbigdata/test/96601ac112a5e37c51dabe61bf063a8e.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.455s)\r\n",
      "image 1730/3000 /kaggle/working/../input/vinbigdata/test/967a55293ed97ec1447c0da5162a430e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.449s)\r\n",
      "image 1731/3000 /kaggle/working/../input/vinbigdata/test/967cc2106c325f85a5447798328f5d33.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 4 ILDs, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.498s)\r\n",
      "image 1732/3000 /kaggle/working/../input/vinbigdata/test/968735441bd2c77d7cfcf4d504b1fd5b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.424s)\r\n",
      "image 1733/3000 /kaggle/working/../input/vinbigdata/test/968a90b80ec6b68aae9703ff30509acc.png: 512x512 2 Nodule/Masss, 3 Pleural thickenings, Done. (1.760s)\r\n",
      "image 1734/3000 /kaggle/working/../input/vinbigdata/test/969570a649d3d7f430dd2e4ec11b7bc4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.419s)\r\n",
      "image 1735/3000 /kaggle/working/../input/vinbigdata/test/96b106d836d2b4f16362d3a1d1f767a5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Consolidations, 3 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 4 Other lesions, 2 Pleural effusions, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.426s)\r\n",
      "image 1736/3000 /kaggle/working/../input/vinbigdata/test/96ccdf8a8c6680b235e532b179a89285.png: 512x512 1 Aortic enlargement, 5 Pleural thickenings, Done. (1.422s)\r\n",
      "image 1737/3000 /kaggle/working/../input/vinbigdata/test/96d1504f104b0b4ad88de4a50d413197.png: 512x512 1 ILD, 2 Nodule/Masss, 4 Other lesions, 2 Pleural thickenings, Done. (1.427s)\r\n",
      "image 1738/3000 /kaggle/working/../input/vinbigdata/test/96d4d2d2fff41438e38075881b7b0d58.png: 512x512 3 ILDs, 1 Nodule/Mass, 1 Other lesion, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.505s)\r\n",
      "image 1739/3000 /kaggle/working/../input/vinbigdata/test/973b316bee7e6ccda97c07d096008fea.png: 512x512 1 Pleural effusion, 2 Pleural thickenings, Done. (1.419s)\r\n",
      "image 1740/3000 /kaggle/working/../input/vinbigdata/test/97c27cc1254725212a62ca9af162d54d.png: 512x512 1 Aortic enlargement, 4 ILDs, 1 Infiltration, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.408s)\r\n",
      "image 1741/3000 /kaggle/working/../input/vinbigdata/test/97d10edc0bd4a9bdf9265467678944ae.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Cardiomegalys, 1 ILD, 2 Lung Opacitys, 1 Other lesion, 2 Pleural effusions, 1 Pleural thickening, Done. (1.441s)\r\n",
      "image 1742/3000 /kaggle/working/../input/vinbigdata/test/97e10e9ae645d625489ae5df9548c589.png: 512x512 1 Lung Opacity, 1 Other lesion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.421s)\r\n",
      "image 1743/3000 /kaggle/working/../input/vinbigdata/test/97e250bb4422a40cac4d09f33b1abbd9.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, Done. (1.950s)\r\n",
      "image 1744/3000 /kaggle/working/../input/vinbigdata/test/97eefe9bc5a1a7d4dd2c0fa36b407b2d.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Other lesion, 2 Pleural effusions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.451s)\r\n",
      "image 1745/3000 /kaggle/working/../input/vinbigdata/test/97f0ad3b3ccbfc848bf9cc7e1a76377c.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 5 Consolidations, 2 ILDs, 7 Infiltrations, 9 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.487s)\r\n",
      "image 1746/3000 /kaggle/working/../input/vinbigdata/test/980141b50ada8a624c9a1c34c91c95d8.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.431s)\r\n",
      "image 1747/3000 /kaggle/working/../input/vinbigdata/test/9810d731721dbb0ab5c65f8679766c1d.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 Lung Opacity, 2 Nodule/Masss, 7 Other lesions, 4 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.434s)\r\n",
      "image 1748/3000 /kaggle/working/../input/vinbigdata/test/98425caa984cc12173ccf14b815c3adb.png: 512x512 1 Other lesion, 3 Pleural thickenings, Done. (1.423s)\r\n",
      "image 1749/3000 /kaggle/working/../input/vinbigdata/test/98734f45cdc062d160228410a8da696d.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Consolidations, 4 ILDs, 6 Infiltrations, 5 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 2 Pleural effusions, 9 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.426s)\r\n",
      "image 1750/3000 /kaggle/working/../input/vinbigdata/test/9874724dd188122d0142f38b1011dbce.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 6 Pleural thickenings, Done. (1.433s)\r\n",
      "image 1751/3000 /kaggle/working/../input/vinbigdata/test/988187e27dd2b73c6d428ff80e47b019.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.435s)\r\n",
      "image 1752/3000 /kaggle/working/../input/vinbigdata/test/98c6044176d9706381e15ff1ea27c751.png: 512x512 1 Aortic enlargement, 1 Infiltration, 4 Lung Opacitys, 2 Other lesions, 13 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 1753/3000 /kaggle/working/../input/vinbigdata/test/98de498a86962549513f49a3b0c5c994.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Lung Opacity, 4 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.513s)\r\n",
      "image 1754/3000 /kaggle/working/../input/vinbigdata/test/98e7165c9909e187308e93f089384f9c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 2 Infiltrations, 3 Lung Opacitys, 7 Nodule/Masss, 6 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.839s)\r\n",
      "image 1755/3000 /kaggle/working/../input/vinbigdata/test/98ed8a6f5992837800be0732813b9c57.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 ILDs, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.420s)\r\n",
      "image 1756/3000 /kaggle/working/../input/vinbigdata/test/990b0dcd83353894c4a2e73738cd6c25.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 2 Lung Opacitys, 7 Other lesions, 3 Pleural thickenings, Done. (1.422s)\r\n",
      "image 1757/3000 /kaggle/working/../input/vinbigdata/test/993a0157e7afc9b9ef2857349e3efe6d.png: 512x512 3 Pleural thickenings, 1 Pneumothorax, Done. (1.416s)\r\n",
      "image 1758/3000 /kaggle/working/../input/vinbigdata/test/995c6aa1693e2998b61f2db55f73d4b0.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 8 Pleural thickenings, Done. (1.419s)\r\n",
      "image 1759/3000 /kaggle/working/../input/vinbigdata/test/99710cd2d799534072c187da95e4fd89.png: 512x512 1 Aortic enlargement, 3 Atelectasiss, 4 Calcifications, 2 Consolidations, 1 ILD, 2 Infiltrations, 6 Lung Opacitys, 7 Nodule/Masss, 8 Other lesions, 5 Pleural effusions, 17 Pleural thickenings, 16 Pulmonary fibrosiss, Done. (1.430s)\r\n",
      "image 1760/3000 /kaggle/working/../input/vinbigdata/test/99732e844196448b90e50973d6ba5224.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 3 Calcifications, 2 Cardiomegalys, 1 ILD, 4 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.516s)\r\n",
      "image 1761/3000 /kaggle/working/../input/vinbigdata/test/997d02719c4f6b77010d2ea5bd839edd.png: 512x512 1 Aortic enlargement, 4 ILDs, 3 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.453s)\r\n",
      "image 1762/3000 /kaggle/working/../input/vinbigdata/test/997fdbeb9910b1d22539b9311cc565a5.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, Done. (1.441s)\r\n",
      "image 1763/3000 /kaggle/working/../input/vinbigdata/test/999739311885dd8eceab3dbdc55ebd80.png: 512x512 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.433s)\r\n",
      "image 1764/3000 /kaggle/working/../input/vinbigdata/test/99a41825d70b5867a2b08e20f05b4e6e.png: 512x512 6 Aortic enlargements, 2 Cardiomegalys, 1 Nodule/Mass, 3 Other lesions, Done. (1.974s)\r\n",
      "image 1765/3000 /kaggle/working/../input/vinbigdata/test/99ccfe1695993a5275d11aad4e2abb9c.png: 512x512 1 ILD, 1 Other lesion, 2 Pleural thickenings, Done. (1.396s)\r\n",
      "image 1766/3000 /kaggle/working/../input/vinbigdata/test/99e1fdb74b8c507753026cd4ee28465c.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 7 Other lesions, Done. (1.411s)\r\n",
      "image 1767/3000 /kaggle/working/../input/vinbigdata/test/99f4f493e0ed0a3cd70fe397736534e4.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 8 Lung Opacitys, 2 Other lesions, 6 Pleural effusions, 13 Pleural thickenings, 1 Pneumothorax, 8 Pulmonary fibrosiss, Done. (1.499s)\r\n",
      "image 1768/3000 /kaggle/working/../input/vinbigdata/test/99f7683a4b94a0cdb5f3b98953647a47.png: 512x512 1 Nodule/Mass, 1 Pleural thickening, Done. (1.418s)\r\n",
      "image 1769/3000 /kaggle/working/../input/vinbigdata/test/9a0b2fcfccac08e3ed0f1c8d2021d56d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Nodule/Mass, 2 Pleural thickenings, Done. (1.403s)\r\n",
      "image 1770/3000 /kaggle/working/../input/vinbigdata/test/9a2a32405209c4c47fc684255f4a1d1f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, Done. (1.427s)\r\n",
      "image 1771/3000 /kaggle/working/../input/vinbigdata/test/9a581d10b649544c3bf01227bb2d728f.png: 512x512 1 Nodule/Mass, 2 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, Done. (1.436s)\r\n",
      "image 1772/3000 /kaggle/working/../input/vinbigdata/test/9a7c3ac63356de02fc79d613fccee843.png: 512x512 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.438s)\r\n",
      "image 1773/3000 /kaggle/working/../input/vinbigdata/test/9a8b1df88ad29e363d897f4806bfe15c.png: 512x512 1 Aortic enlargement, 2 Pleural effusions, 6 Pleural thickenings, Done. (1.417s)\r\n",
      "image 1774/3000 /kaggle/working/../input/vinbigdata/test/9a8dfa3f9fb55a22a1fae7efeca1c326.png: 512x512 2 Consolidations, 2 Infiltrations, 2 Lung Opacitys, 3 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.473s)\r\n",
      "image 1775/3000 /kaggle/working/../input/vinbigdata/test/9a9c1899b72972a4c1a6a540aa2941cf.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.870s)\r\n",
      "image 1776/3000 /kaggle/working/../input/vinbigdata/test/9ab7362cc2e62924da202b728de69a59.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Consolidations, 1 Infiltration, 7 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 7 Pleural effusions, 5 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.414s)\r\n",
      "image 1777/3000 /kaggle/working/../input/vinbigdata/test/9ab8268a94a58960cf1045e60a2d71a3.png: 512x512 5 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 1 Lung Opacity, 7 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.405s)\r\n",
      "image 1778/3000 /kaggle/working/../input/vinbigdata/test/9aec9e6e04ea05b1715969f8f20c86bc.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 1 Other lesion, 3 Pleural thickenings, Done. (1.406s)\r\n",
      "image 1779/3000 /kaggle/working/../input/vinbigdata/test/9af18fd0a3ba73f3340c69a5af4f3053.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.402s)\r\n",
      "image 1780/3000 /kaggle/working/../input/vinbigdata/test/9b41c13ac918adcc1261f750a1d61b40.png: 512x512 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 12 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.447s)\r\n",
      "image 1781/3000 /kaggle/working/../input/vinbigdata/test/9b43a48d28746e26aa54baa1e025e8f4.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 2 Nodule/Masss, 5 Other lesions, 2 Pleural thickenings, Done. (1.448s)\r\n",
      "image 1782/3000 /kaggle/working/../input/vinbigdata/test/9b4c819c56238d760d50d8ee8b4cea15.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, Done. (1.509s)\r\n",
      "image 1783/3000 /kaggle/working/../input/vinbigdata/test/9b4caa22dbd06599d42f7ec9434ca00f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.440s)\r\n",
      "image 1784/3000 /kaggle/working/../input/vinbigdata/test/9b5a9ea07fc759ad8980f867fd114bc4.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 7 Pleural thickenings, Done. (1.430s)\r\n",
      "image 1785/3000 /kaggle/working/../input/vinbigdata/test/9b609fc8e82081f4ac5bf83b8a0fbc5c.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 3 Calcifications, 1 Cardiomegaly, 2 Consolidations, 4 Infiltrations, 4 Lung Opacitys, 6 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.881s)\r\n",
      "image 1786/3000 /kaggle/working/../input/vinbigdata/test/9b64cc50d04171fc9dc5bb5880bff3d4.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.449s)\r\n",
      "image 1787/3000 /kaggle/working/../input/vinbigdata/test/9b7b30c14e12598ee4bd19777ef0557e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, Done. (1.411s)\r\n",
      "image 1788/3000 /kaggle/working/../input/vinbigdata/test/9b835d02018cfd4bae8398701c51e984.png: 512x512 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 2 Pleural effusions, 2 Pleural thickenings, Done. (1.414s)\r\n",
      "image 1789/3000 /kaggle/working/../input/vinbigdata/test/9b9d4926513c155d102818c7e746dc67.png: 512x512 4 Pleural thickenings, Done. (1.488s)\r\n",
      "image 1790/3000 /kaggle/working/../input/vinbigdata/test/9bba713a1eea1a6b3a1f34deef3eb3e7.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.425s)\r\n",
      "image 1791/3000 /kaggle/working/../input/vinbigdata/test/9bd79ff85b40084060c327b2b9ca1e81.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.433s)\r\n",
      "image 1792/3000 /kaggle/working/../input/vinbigdata/test/9be029176ee67d946f67f6c737e748ca.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 2 Lung Opacitys, 2 Nodule/Masss, 1 Other lesion, 1 Pleural thickening, Done. (1.418s)\r\n",
      "image 1793/3000 /kaggle/working/../input/vinbigdata/test/9c08285e9324c9e7efbfed86b5a93fd6.png: 512x512 1 Cardiomegaly, 2 ILDs, 1 Pleural thickening, Done. (1.416s)\r\n",
      "image 1794/3000 /kaggle/working/../input/vinbigdata/test/9c0bd741b166e8fddfdb445430beaa35.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Lung Opacitys, 1 Other lesion, 8 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.406s)\r\n",
      "image 1795/3000 /kaggle/working/../input/vinbigdata/test/9c2c384198990eca39cf2fe3ee00eb04.png: 512x512 1 Calcification, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.403s)\r\n",
      "image 1796/3000 /kaggle/working/../input/vinbigdata/test/9c39e251d5c438f0320cbb39fa33b351.png: 512x512 1 Aortic enlargement, 6 Pleural thickenings, Done. (1.923s)\r\n",
      "image 1797/3000 /kaggle/working/../input/vinbigdata/test/9c424665bf74063ddb60cddbfa76c20f.png: 512x512 1 Aortic enlargement, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.408s)\r\n",
      "image 1798/3000 /kaggle/working/../input/vinbigdata/test/9c5119675b20f4718858b071640754f0.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 3 ILDs, 1 Infiltration, 4 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 3 Pleural effusions, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.416s)\r\n",
      "image 1799/3000 /kaggle/working/../input/vinbigdata/test/9c71b33d836534579e8c2c15a9849eb0.png: 512x512 1 Pleural effusion, 3 Pleural thickenings, Done. (1.427s)\r\n",
      "image 1800/3000 /kaggle/working/../input/vinbigdata/test/9c76e31a24a12cc234f3a6e3fbd34cea.png: 512x512 1 Aortic enlargement, 6 ILDs, 3 Infiltrations, 1 Nodule/Mass, 5 Other lesions, 8 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 1801/3000 /kaggle/working/../input/vinbigdata/test/9c84001b9cecc492efc1d459c8b18a85.png: 512x512 1 Cardiomegaly, 1 ILD, 10 Other lesions, Done. (1.419s)\r\n",
      "image 1802/3000 /kaggle/working/../input/vinbigdata/test/9c91dd728f43b2c18c80674c11321fb4.png: 512x512 4 Atelectasiss, 2 Calcifications, 1 Consolidation, 4 ILDs, 3 Infiltrations, 3 Lung Opacitys, 2 Nodule/Masss, 7 Other lesions, 1 Pleural effusion, 10 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.452s)\r\n",
      "image 1803/3000 /kaggle/working/../input/vinbigdata/test/9c965bb9be35d8f706f836fdfabb92ea.png: 512x512 1 Aortic enlargement, 1 ILD, 2 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 1804/3000 /kaggle/working/../input/vinbigdata/test/9caf4ff7e331b48dc117b64a33e6e3ce.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 8 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.472s)\r\n",
      "image 1805/3000 /kaggle/working/../input/vinbigdata/test/9cb8ad93052c913e3cce32c0d5ca8e62.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, Done. (1.431s)\r\n",
      "image 1806/3000 /kaggle/working/../input/vinbigdata/test/9cc192f463444b9a3a17afb845146496.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.616s)\r\n",
      "image 1807/3000 /kaggle/working/../input/vinbigdata/test/9cef6970daacf97ee86d7b9bf54034a5.png: 512x512 1 Aortic enlargement, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 5 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.637s)\r\n",
      "image 1808/3000 /kaggle/working/../input/vinbigdata/test/9cf44d78a4596e9817decfcefd7d4e63.png: 512x512 2 Aortic enlargements, 9 Calcifications, 1 Cardiomegaly, 1 ILD, 5 Infiltrations, 6 Lung Opacitys, 10 Nodule/Masss, 7 Other lesions, 5 Pleural thickenings, 23 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 1809/3000 /kaggle/working/../input/vinbigdata/test/9d0e0a3000f3830dd027f2d1113d7320.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 5 Pleural thickenings, Done. (1.425s)\r\n",
      "image 1810/3000 /kaggle/working/../input/vinbigdata/test/9d19cfe48e499605ca146bd93557d413.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.422s)\r\n",
      "image 1811/3000 /kaggle/working/../input/vinbigdata/test/9d24b6b093579f86101c4760c7808986.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 1 Other lesion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.494s)\r\n",
      "image 1812/3000 /kaggle/working/../input/vinbigdata/test/9d24d767c3db6cad70b39f1e27c20879.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.435s)\r\n",
      "image 1813/3000 /kaggle/working/../input/vinbigdata/test/9d3db915dfabc8a9ac9cda6223856b90.png: 512x512 1 Atelectasis, 2 Cardiomegalys, 4 Consolidations, 6 ILDs, 7 Infiltrations, 9 Lung Opacitys, 1 Nodule/Mass, 4 Other lesions, 6 Pleural effusions, 3 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.425s)\r\n",
      "image 1814/3000 /kaggle/working/../input/vinbigdata/test/9d4af3b1d2b17d2003251751aece5d00.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.412s)\r\n",
      "image 1815/3000 /kaggle/working/../input/vinbigdata/test/9d4c73f08e610430aa04a0e4149be21e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.445s)\r\n",
      "image 1816/3000 /kaggle/working/../input/vinbigdata/test/9d55051f2ad55edc96612d7d28dfd472.png: 512x512 1 Aortic enlargement, 2 ILDs, 3 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.393s)\r\n",
      "image 1817/3000 /kaggle/working/../input/vinbigdata/test/9d6140d62003cb479bbc439c160b2abc.png: 512x512 1 Aortic enlargement, 1 Other lesion, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.686s)\r\n",
      "image 1818/3000 /kaggle/working/../input/vinbigdata/test/9d68356f37f8ed3cdea24fcf8392b028.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.493s)\r\n",
      "image 1819/3000 /kaggle/working/../input/vinbigdata/test/9d795973792d0790888f8f765341abfc.png: 512x512 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, Done. (1.443s)\r\n",
      "image 1820/3000 /kaggle/working/../input/vinbigdata/test/9da8227ee1231405e20fda4498813ba2.png: 512x512 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.460s)\r\n",
      "image 1821/3000 /kaggle/working/../input/vinbigdata/test/9dac311de884273b67f2623ce139e248.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Cardiomegalys, 1 Infiltration, 3 Lung Opacitys, 2 Nodule/Masss, 8 Other lesions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.472s)\r\n",
      "image 1822/3000 /kaggle/working/../input/vinbigdata/test/9dc84f214b1b2069a81805d2f93b81a2.png: 512x512 2 Infiltrations, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 1823/3000 /kaggle/working/../input/vinbigdata/test/9dd7f778ffcaa49e3a0f66aa27ed2105.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.442s)\r\n",
      "image 1824/3000 /kaggle/working/../input/vinbigdata/test/9dd83beafe70432164f9945fef7da826.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.421s)\r\n",
      "image 1825/3000 /kaggle/working/../input/vinbigdata/test/9e03f33a5f100880b2d2bdfbc46b7b72.png: 512x512 2 Aortic enlargements, 1 Nodule/Mass, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.430s)\r\n",
      "image 1826/3000 /kaggle/working/../input/vinbigdata/test/9e684cda9b5184ed2f879b971930527e.png: 512x512 2 Pleural thickenings, Done. (1.512s)\r\n",
      "image 1827/3000 /kaggle/working/../input/vinbigdata/test/9e77743ee6d98ede10b36e8f12c1f226.png: 512x512 1 Aortic enlargement, 1 Pleural thickening, Done. (1.413s)\r\n",
      "image 1828/3000 /kaggle/working/../input/vinbigdata/test/9e8a5a85012b7b8c5dd164382d93e089.png: 512x512 2 Aortic enlargements, 2 Calcifications, 3 ILDs, 1 Other lesion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.838s)\r\n",
      "image 1829/3000 /kaggle/working/../input/vinbigdata/test/9ec80d6a0493b9a748309d7d7b85c129.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 3 Lung Opacitys, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 1830/3000 /kaggle/working/../input/vinbigdata/test/9ed8458f2aa4cf1dd7a282dc9511e3d8.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 8 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.451s)\r\n",
      "image 1831/3000 /kaggle/working/../input/vinbigdata/test/9ef603566431768ef5da6869f9f52096.png: 512x512 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.420s)\r\n",
      "image 1832/3000 /kaggle/working/../input/vinbigdata/test/9f3af32d10e06c9d1b3e0e2d39fbf9de.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.421s)\r\n",
      "image 1833/3000 /kaggle/working/../input/vinbigdata/test/9f3b5336a28a4e41628702386e1d0c40.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.491s)\r\n",
      "image 1834/3000 /kaggle/working/../input/vinbigdata/test/9f53cbf4bddc2669e6fc0a3c3eef2c8f.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, 3 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 1835/3000 /kaggle/working/../input/vinbigdata/test/9f8b0424d8c2a0856a5c7aed3a7753e2.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.439s)\r\n",
      "image 1836/3000 /kaggle/working/../input/vinbigdata/test/9fc090c6d79c30b3979bd20b6c05ec83.png: 512x512 1 Aortic enlargement, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.419s)\r\n",
      "image 1837/3000 /kaggle/working/../input/vinbigdata/test/9fc5ef9b5be525040e800cfb9a3c9bb9.png: 512x512 1 Aortic enlargement, 1 Other lesion, 2 Pleural thickenings, Done. (1.441s)\r\n",
      "image 1838/3000 /kaggle/working/../input/vinbigdata/test/9fd5e9cafe7e189e003d0c1f1d379815.png: 512x512 2 Aortic enlargements, 1 Other lesion, 4 Pleural thickenings, Done. (1.757s)\r\n",
      "image 1839/3000 /kaggle/working/../input/vinbigdata/test/9fd7502c56c4c91aa88f6442d3ccb567.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Infiltration, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.409s)\r\n",
      "image 1840/3000 /kaggle/working/../input/vinbigdata/test/9fda60640538c98e371a780e76b8a934.png: 512x512 1 Aortic enlargement, 1 ILD, 2 Pleural effusions, 8 Pleural thickenings, 1 Pneumothorax, 1 Pulmonary fibrosis, Done. (1.517s)\r\n",
      "image 1841/3000 /kaggle/working/../input/vinbigdata/test/9ffba960315efc66943dc8e69906f999.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 3 ILDs, 3 Infiltrations, 5 Lung Opacitys, 2 Other lesions, 4 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.448s)\r\n",
      "image 1842/3000 /kaggle/working/../input/vinbigdata/test/9ffc8ca8d76cfe864a79da8bafbd9342.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.434s)\r\n",
      "image 1843/3000 /kaggle/working/../input/vinbigdata/test/a039af299f86007d0d77da077a6def9a.png: 512x512 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.414s)\r\n",
      "image 1844/3000 /kaggle/working/../input/vinbigdata/test/a04f8ce606d065b30adcd26b231e7ff2.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.440s)\r\n",
      "image 1845/3000 /kaggle/working/../input/vinbigdata/test/a068f71d0687536e31df36ce45e9bac7.png: 512x512 1 Calcification, 1 Nodule/Mass, 1 Other lesion, 7 Pleural thickenings, Done. (1.429s)\r\n",
      "image 1846/3000 /kaggle/working/../input/vinbigdata/test/a06ad52f2d2ee79591f6381b9e1c19c3.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 4 ILDs, 1 Lung Opacity, 27 Other lesions, 4 Pleural effusions, 8 Pleural thickenings, 1 Pneumothorax, 4 Pulmonary fibrosiss, Done. (1.420s)\r\n",
      "image 1847/3000 /kaggle/working/../input/vinbigdata/test/a0c38318fbf46b92e92575afae12b355.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 7 Pleural thickenings, Done. (1.445s)\r\n",
      "image 1848/3000 /kaggle/working/../input/vinbigdata/test/a0dabcf104fe074b53d98c6935efffb1.png: 512x512 1 Other lesion, 1 Pleural thickening, Done. (1.475s)\r\n",
      "image 1849/3000 /kaggle/working/../input/vinbigdata/test/a0e47101a18af84ab9cfc2d9669226cf.png: 512x512 1 Nodule/Mass, 3 Pleural thickenings, Done. (1.873s)\r\n",
      "image 1850/3000 /kaggle/working/../input/vinbigdata/test/a108e6acd0acf01feb7cbcc8a2f41965.png: 512x512 1 Calcification, 1 Cardiomegaly, 2 Consolidations, 2 Infiltrations, 3 Lung Opacitys, 3 Nodule/Masss, 6 Other lesions, 2 Pleural effusions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.421s)\r\n",
      "image 1851/3000 /kaggle/working/../input/vinbigdata/test/a113218469475fef9827360a2f850b3f.png: 512x512 4 Aortic enlargements, 8 Calcifications, 1 Cardiomegaly, 5 ILDs, 2 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.407s)\r\n",
      "image 1852/3000 /kaggle/working/../input/vinbigdata/test/a12c4d0713661192a6e0bbd0ed1b231e.png: 512x512 6 Pleural thickenings, Done. (1.431s)\r\n",
      "image 1853/3000 /kaggle/working/../input/vinbigdata/test/a18bff6167ed3c03d4135439c2fa4242.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.406s)\r\n",
      "image 1854/3000 /kaggle/working/../input/vinbigdata/test/a197da40ea602ae169a5bb958e58e65d.png: 512x512 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.426s)\r\n",
      "image 1855/3000 /kaggle/working/../input/vinbigdata/test/a1abfb947a060708b7817a8450c43dde.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.471s)\r\n",
      "image 1856/3000 /kaggle/working/../input/vinbigdata/test/a1acb6294a7f94b05d33bf3945170b38.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Other lesion, Done. (1.398s)\r\n",
      "image 1857/3000 /kaggle/working/../input/vinbigdata/test/a1adf6de567308fd21b771f24d1ad721.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.412s)\r\n",
      "image 1858/3000 /kaggle/working/../input/vinbigdata/test/a1bffc253b662f0ed464ab6e7ab6950a.png: 512x512 1 Cardiomegaly, 6 Pleural thickenings, Done. (1.409s)\r\n",
      "image 1859/3000 /kaggle/working/../input/vinbigdata/test/a1c39becc9835462d84db8c51229779f.png: 512x512 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.853s)\r\n",
      "image 1860/3000 /kaggle/working/../input/vinbigdata/test/a1d6138dff46a93901fbf634fce2e9ea.png: 512x512 1 Other lesion, Done. (1.404s)\r\n",
      "image 1861/3000 /kaggle/working/../input/vinbigdata/test/a1d96d68f5fe42adc4f0fd93578cc52f.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Nodule/Mass, 2 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.420s)\r\n",
      "image 1862/3000 /kaggle/working/../input/vinbigdata/test/a1e9c815d63650be13b90158b6523c08.png: 512x512 1 Aortic enlargement, 2 Infiltrations, 4 Lung Opacitys, 5 Nodule/Masss, 5 Other lesions, 4 Pleural effusions, 8 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.466s)\r\n",
      "image 1863/3000 /kaggle/working/../input/vinbigdata/test/a2188a01235ae6d38e99371e3459f5a3.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.417s)\r\n",
      "image 1864/3000 /kaggle/working/../input/vinbigdata/test/a226a88f4b8f66c2eba7b974ab8d510d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 5 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.409s)\r\n",
      "image 1865/3000 /kaggle/working/../input/vinbigdata/test/a22e07353ea98e67ba01b4251350a6ce.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 1866/3000 /kaggle/working/../input/vinbigdata/test/a271ab4abb8bff077a50fa2e4e8ac663.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 2 Pleural thickenings, Done. (1.440s)\r\n",
      "image 1867/3000 /kaggle/working/../input/vinbigdata/test/a2887b486dd81a8f4f9086a97b87ee44.png: 512x512 1 Aortic enlargement, 1 Calcification, 3 Cardiomegalys, 2 Consolidations, 3 ILDs, 1 Infiltration, 8 Lung Opacitys, 11 Nodule/Masss, 10 Other lesions, 2 Pleural effusions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.411s)\r\n",
      "image 1868/3000 /kaggle/working/../input/vinbigdata/test/a2a2bd5197fb23da123f610e00d8b08e.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 3 Other lesions, 4 Pleural thickenings, Done. (1.405s)\r\n",
      "image 1869/3000 /kaggle/working/../input/vinbigdata/test/a2a6d6a2246027eb628f5841701644cc.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 ILD, 2 Nodule/Masss, 3 Other lesions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.396s)\r\n",
      "image 1870/3000 /kaggle/working/../input/vinbigdata/test/a2aa6583a1a85602ab73d2d8328dc9a9.png: 512x512 1 Aortic enlargement, 3 Atelectasiss, 4 Consolidations, 3 ILDs, 8 Infiltrations, 9 Lung Opacitys, 4 Nodule/Masss, 6 Other lesions, 6 Pleural effusions, 9 Pleural thickenings, 16 Pulmonary fibrosiss, Done. (1.787s)\r\n",
      "image 1871/3000 /kaggle/working/../input/vinbigdata/test/a2ae0b4302259a54bb0a981f8e7c3580.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Cardiomegalys, 2 ILDs, 2 Lung Opacitys, 10 Other lesions, 3 Pleural effusions, 5 Pleural thickenings, Done. (1.540s)\r\n",
      "image 1872/3000 /kaggle/working/../input/vinbigdata/test/a2b0df71aa470731ba22c34d90fa236f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.409s)\r\n",
      "image 1873/3000 /kaggle/working/../input/vinbigdata/test/a2bb3ac911a15a98d939f74bf2a85cd4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.428s)\r\n",
      "image 1874/3000 /kaggle/working/../input/vinbigdata/test/a2d27708156f3e692475bf6088380dc9.png: 512x512 2 Aortic enlargements, 2 Atelectasiss, 1 Cardiomegaly, 4 Consolidations, 2 ILDs, 6 Infiltrations, 7 Lung Opacitys, 3 Nodule/Masss, 7 Other lesions, 7 Pleural effusions, 11 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.410s)\r\n",
      "image 1875/3000 /kaggle/working/../input/vinbigdata/test/a2dbf5279ee801c86326bfbff7e451b5.png: 512x512 1 Aortic enlargement, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.410s)\r\n",
      "image 1876/3000 /kaggle/working/../input/vinbigdata/test/a2df9968971d516062e5cd854f0ee7b8.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.410s)\r\n",
      "image 1877/3000 /kaggle/working/../input/vinbigdata/test/a2ea417d0e7d00cfd922fa93fc95b472.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 1 Nodule/Mass, 2 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.481s)\r\n",
      "image 1878/3000 /kaggle/working/../input/vinbigdata/test/a2ecc47841fb7903a59b137768a3363c.png: 512x512 1 Atelectasis, 4 Calcifications, 1 Cardiomegaly, 2 ILDs, 3 Nodule/Masss, 6 Other lesions, 2 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.431s)\r\n",
      "image 1879/3000 /kaggle/working/../input/vinbigdata/test/a3196674db73c50c7450c8964370e783.png: 512x512 1 Aortic enlargement, 6 Pleural thickenings, Done. (1.423s)\r\n",
      "image 1880/3000 /kaggle/working/../input/vinbigdata/test/a331bdf1d1289608fc61e1fa6cc757a3.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 3 Pleural thickenings, Done. (1.856s)\r\n",
      "image 1881/3000 /kaggle/working/../input/vinbigdata/test/a3395fc2c4716272d137ce664e7f0a4b.png: 512x512 6 Aortic enlargements, 8 Calcifications, 1 Cardiomegaly, 2 Nodule/Masss, 4 Other lesions, Done. (1.420s)\r\n",
      "image 1882/3000 /kaggle/working/../input/vinbigdata/test/a34f54c73ecd89db6155fab8cec6b999.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.416s)\r\n",
      "image 1883/3000 /kaggle/working/../input/vinbigdata/test/a34f741d1e299b6f7d45ef8abe29dac6.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 3 Consolidations, 1 ILD, 2 Infiltrations, 11 Lung Opacitys, 1 Nodule/Mass, 10 Other lesions, 18 Pleural effusions, 8 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.402s)\r\n",
      "image 1884/3000 /kaggle/working/../input/vinbigdata/test/a36217236c03b1daaa338c22cdbbab87.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Nodule/Mass, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.500s)\r\n",
      "image 1885/3000 /kaggle/working/../input/vinbigdata/test/a384e99cde85590d5d4273d65b921282.png: 512x512 1 Aortic enlargement, 5 Pleural thickenings, Done. (1.408s)\r\n",
      "image 1886/3000 /kaggle/working/../input/vinbigdata/test/a3874b272553659e7d83cfaf09dad9e0.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 4 ILDs, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.439s)\r\n",
      "image 1887/3000 /kaggle/working/../input/vinbigdata/test/a3a1502e8a9916bfc472b71538e7714f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.432s)\r\n",
      "image 1888/3000 /kaggle/working/../input/vinbigdata/test/a3a42d483cf9c22b5e8641bcef210029.png: 512x512 5 Consolidations, 6 ILDs, 5 Infiltrations, 7 Lung Opacitys, 14 Nodule/Masss, 2 Other lesions, 3 Pleural effusions, 5 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.453s)\r\n",
      "image 1889/3000 /kaggle/working/../input/vinbigdata/test/a3b5403784ffb7faa00003009aaa1d45.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Calcification, 2 Consolidations, 2 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 1 Other lesion, 3 Pleural effusions, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 1890/3000 /kaggle/working/../input/vinbigdata/test/a3da04532e2668e7fcc7f3e544b6e7e3.png: 512x512 1 ILD, 1 Nodule/Mass, 4 Pleural thickenings, Done. (1.411s)\r\n",
      "image 1891/3000 /kaggle/working/../input/vinbigdata/test/a40ebf6bbcafde17ab85ba720de1e686.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 5 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.504s)\r\n",
      "image 1892/3000 /kaggle/working/../input/vinbigdata/test/a4284b7a3ea82f02a8a84f3a61633ba1.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.697s)\r\n",
      "image 1893/3000 /kaggle/working/../input/vinbigdata/test/a43c51dd8e8e501bb4c3a3054dd046c0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.402s)\r\n",
      "image 1894/3000 /kaggle/working/../input/vinbigdata/test/a450a8bf5b6f81cdc6111bc26d512856.png: 512x512 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.432s)\r\n",
      "image 1895/3000 /kaggle/working/../input/vinbigdata/test/a45f609b1a50d56739f3ee575b70badb.png: 512x512 8 Pleural thickenings, Done. (1.406s)\r\n",
      "image 1896/3000 /kaggle/working/../input/vinbigdata/test/a471a7ca10ccf8c873b6cc82fcedd4aa.png: 512x512 1 Infiltration, 2 Lung Opacitys, 3 Nodule/Masss, 2 Other lesions, 11 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.403s)\r\n",
      "image 1897/3000 /kaggle/working/../input/vinbigdata/test/a4b634d0e5c63f318bcd8dac6c029fc2.png: 512x512 1 Aortic enlargement, 5 Calcifications, 1 Cardiomegaly, 2 Consolidations, 2 ILDs, 12 Infiltrations, 21 Lung Opacitys, 36 Nodule/Masss, 21 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 15 Pulmonary fibrosiss, Done. (1.389s)\r\n",
      "image 1898/3000 /kaggle/working/../input/vinbigdata/test/a4bb549a594457090a24f663d38e314d.png: 512x512 4 Pleural thickenings, Done. (1.438s)\r\n",
      "image 1899/3000 /kaggle/working/../input/vinbigdata/test/a4c53519d7af7aba7473d67f07afc21a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 ILDs, 1 Pulmonary fibrosis, Done. (1.488s)\r\n",
      "image 1900/3000 /kaggle/working/../input/vinbigdata/test/a501e9ea8988356d9bf03155518dad34.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.399s)\r\n",
      "image 1901/3000 /kaggle/working/../input/vinbigdata/test/a5077fc4cfddf23d5357c5f1bb3afe63.png: 512x512 3 Cardiomegalys, 1 Lung Opacity, 7 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.865s)\r\n",
      "image 1902/3000 /kaggle/working/../input/vinbigdata/test/a514cf41182665c95c401f8be8bb4b7d.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 4 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.406s)\r\n",
      "image 1903/3000 /kaggle/working/../input/vinbigdata/test/a54dfc022eedd7f8ba392bc6dc243f5b.png: 512x512 1 Nodule/Mass, 1 Pleural effusion, 1 Pleural thickening, Done. (1.441s)\r\n",
      "image 1904/3000 /kaggle/working/../input/vinbigdata/test/a550a845b14d4d14fb51aec4638101e1.png: 512x512 1 Aortic enlargement, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 2 Pulmonary fibrosiss, Done. (1.426s)\r\n",
      "image 1905/3000 /kaggle/working/../input/vinbigdata/test/a5555ff6d40a725f85f8e256763dd102.png: 512x512 5 Aortic enlargements, 1 Atelectasis, 1 Calcification, 2 Cardiomegalys, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.404s)\r\n",
      "image 1906/3000 /kaggle/working/../input/vinbigdata/test/a559fdd5f4dd5701aca2964c82857d42.png: 512x512 5 Aortic enlargements, 3 Calcifications, 4 Cardiomegalys, 4 ILDs, 1 Infiltration, 1 Nodule/Mass, 3 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.491s)\r\n",
      "image 1907/3000 /kaggle/working/../input/vinbigdata/test/a59a3566eec80ff22c3bc7d1e3f4f72d.png: 512x512 1 ILD, 1 Infiltration, 1 Pleural effusion, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 1908/3000 /kaggle/working/../input/vinbigdata/test/a59c21bc96c0d0c599ba2447ce946bde.png: 512x512 2 Consolidations, 2 ILDs, 9 Infiltrations, 9 Lung Opacitys, 5 Nodule/Masss, 6 Other lesions, 5 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.387s)\r\n",
      "image 1909/3000 /kaggle/working/../input/vinbigdata/test/a5de9d455b2d8582198986939001bf9e.png: 512x512 2 Aortic enlargements, 3 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.404s)\r\n",
      "image 1910/3000 /kaggle/working/../input/vinbigdata/test/a5eabc3dd2734b211c9b09205443a2ea.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 12 ILDs, 6 Infiltrations, 5 Lung Opacitys, 1 Nodule/Mass, 8 Other lesions, 1 Pleural effusion, 10 Pleural thickenings, 24 Pulmonary fibrosiss, Done. (1.412s)\r\n",
      "image 1911/3000 /kaggle/working/../input/vinbigdata/test/a651f4b5a5f723845a76084017650322.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.392s)\r\n",
      "image 1912/3000 /kaggle/working/../input/vinbigdata/test/a68eed5e92eba6f867bf9cfbcc7c6d86.png: 512x512 1 Calcification, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 2 Pleural effusions, 4 Pleural thickenings, Done. (1.580s)\r\n",
      "image 1913/3000 /kaggle/working/../input/vinbigdata/test/a6967906c3e742137e65cd797236c01f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.689s)\r\n",
      "image 1914/3000 /kaggle/working/../input/vinbigdata/test/a6a9a60f22b70029f82e04bd2d5823cd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 1 Other lesion, 1 Pleural thickening, 5 Pulmonary fibrosiss, Done. (1.447s)\r\n",
      "image 1915/3000 /kaggle/working/../input/vinbigdata/test/a6c7487aea4a4e9c3bdf351c1ccaeca3.png: 512x512 3 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 5 ILDs, 10 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.416s)\r\n",
      "image 1916/3000 /kaggle/working/../input/vinbigdata/test/a6d47d373ff5dda12313d71b37a8f7af.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Consolidations, 1 Infiltration, 3 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 4 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.426s)\r\n",
      "image 1917/3000 /kaggle/working/../input/vinbigdata/test/a6df473195e09e64ea2dd37ab269b81f.png: 512x512 1 Nodule/Mass, 5 Pleural thickenings, Done. (1.433s)\r\n",
      "image 1918/3000 /kaggle/working/../input/vinbigdata/test/a6efbd286c6fef24cb3eea55d4450eb5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.421s)\r\n",
      "image 1919/3000 /kaggle/working/../input/vinbigdata/test/a6f29ff09ae2e8a11cf1e151471fdcba.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 4 Nodule/Masss, 1 Other lesion, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.411s)\r\n",
      "image 1920/3000 /kaggle/working/../input/vinbigdata/test/a6f83640b41a64326aba96cdef3133dd.png: 512x512 1 Aortic enlargement, 1 ILD, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.424s)\r\n",
      "image 1921/3000 /kaggle/working/../input/vinbigdata/test/a6fd708c49961e31f03d1c0423a26b73.png: 512x512 2 Aortic enlargements, 2 Calcifications, 3 Cardiomegalys, 7 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.492s)\r\n",
      "image 1922/3000 /kaggle/working/../input/vinbigdata/test/a704862ae5aae0c79c5c25f0d1015084.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 4 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.916s)\r\n",
      "image 1923/3000 /kaggle/working/../input/vinbigdata/test/a73dcf600646ab4aa44b173947fcd250.png: 512x512 6 Aortic enlargements, 4 Calcifications, 4 Cardiomegalys, 3 ILDs, 2 Nodule/Masss, 2 Other lesions, 1 Pleural thickening, Done. (1.425s)\r\n",
      "image 1924/3000 /kaggle/working/../input/vinbigdata/test/a76af416c19ccdcd6b4c0ad86b08340b.png: 512x512 1 Aortic enlargement, 4 Atelectasiss, 3 Consolidations, 7 ILDs, 8 Infiltrations, 8 Lung Opacitys, 5 Nodule/Masss, 5 Other lesions, 2 Pleural effusions, 13 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 1925/3000 /kaggle/working/../input/vinbigdata/test/a7a4d298c34a295825515df73ee720a7.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 2 Consolidations, 6 ILDs, 6 Infiltrations, 5 Lung Opacitys, 6 Nodule/Masss, 9 Other lesions, 4 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.422s)\r\n",
      "image 1926/3000 /kaggle/working/../input/vinbigdata/test/a7b8a9e921ea304362918523cc3529ef.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Cardiomegaly, 2 Consolidations, 3 Lung Opacitys, 1 Nodule/Mass, 9 Other lesions, 6 Pleural effusions, 6 Pleural thickenings, 6 Pneumothoraxs, 1 Pulmonary fibrosis, Done. (1.419s)\r\n",
      "image 1927/3000 /kaggle/working/../input/vinbigdata/test/a7b95bc6823cdde758fc58a57885ca20.png: 512x512 1 Cardiomegaly, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.414s)\r\n",
      "image 1928/3000 /kaggle/working/../input/vinbigdata/test/a7c42a5d0723d41c389b35c2c3251f88.png: 512x512 4 Aortic enlargements, 1 Calcification, 4 Cardiomegalys, 1 ILD, 2 Other lesions, 1 Pleural thickening, Done. (1.472s)\r\n",
      "image 1929/3000 /kaggle/working/../input/vinbigdata/test/a7ce329e4064a63c4b7f3efb7c6b2dde.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.426s)\r\n",
      "image 1930/3000 /kaggle/working/../input/vinbigdata/test/a7db5a105f5e78792f0164a843d58440.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Cardiomegalys, 3 Consolidations, 1 ILD, 6 Infiltrations, 6 Lung Opacitys, 5 Nodule/Masss, 2 Other lesions, 4 Pleural effusions, 6 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.421s)\r\n",
      "image 1931/3000 /kaggle/working/../input/vinbigdata/test/a7e8992bfbf1e24fb95721fb71e51159.png: 512x512 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.448s)\r\n",
      "image 1932/3000 /kaggle/working/../input/vinbigdata/test/a80ed41299d1b739fb229bea79072a42.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.435s)\r\n",
      "image 1933/3000 /kaggle/working/../input/vinbigdata/test/a81511be3f69b30f5d04989b3b2319f0.png: 512x512 1 Aortic enlargement, 1 Consolidation, 3 ILDs, 2 Infiltrations, 2 Lung Opacitys, 3 Other lesions, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.575s)\r\n",
      "image 1934/3000 /kaggle/working/../input/vinbigdata/test/a861ebc33e21bf2a73d3e9b8cccbf526.png: 512x512 1 Aortic enlargement, 2 Consolidations, 1 ILD, 2 Infiltrations, 2 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.718s)\r\n",
      "image 1935/3000 /kaggle/working/../input/vinbigdata/test/a868475eb59e09a1fc9d6d5c12511d43.png: 512x512 4 Aortic enlargements, 3 Calcifications, 5 Cardiomegalys, 4 ILDs, 1 Lung Opacity, 1 Nodule/Mass, 11 Other lesions, 1 Pleural effusion, 1 Pneumothorax, 1 Pulmonary fibrosis, Done. (1.556s)\r\n",
      "image 1936/3000 /kaggle/working/../input/vinbigdata/test/a8738fcce7411391f6c9804a7458d45e.png: 512x512 1 Pleural effusion, 2 Pleural thickenings, Done. (1.468s)\r\n",
      "image 1937/3000 /kaggle/working/../input/vinbigdata/test/a87c6ab4132c0ef29ebf51bc418ce921.png: 512x512 2 Aortic enlargements, 3 Calcifications, 1 Cardiomegaly, 1 ILD, 2 Infiltrations, 1 Lung Opacity, 1 Nodule/Mass, 4 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.434s)\r\n",
      "image 1938/3000 /kaggle/working/../input/vinbigdata/test/a87deadff44a29f5c23ab572b217ccc7.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 4 ILDs, 6 Other lesions, 4 Pulmonary fibrosiss, Done. (1.440s)\r\n",
      "image 1939/3000 /kaggle/working/../input/vinbigdata/test/a88f299e626d550027eaeb70250032ef.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 5 Lung Opacitys, 1 Other lesion, 5 Pleural effusions, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.426s)\r\n",
      "image 1940/3000 /kaggle/working/../input/vinbigdata/test/a88f300d72faf94ee8360906f4354851.png: 512x512 2 Aortic enlargements, 1 Infiltration, 1 Pleural effusion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.412s)\r\n",
      "image 1941/3000 /kaggle/working/../input/vinbigdata/test/a8a87a9713db7e487362b5f8ecf4e387.png: 512x512 1 Aortic enlargement, 14 Calcifications, 2 Lung Opacitys, 18 Nodule/Masss, 7 Other lesions, 11 Pleural thickenings, 16 Pulmonary fibrosiss, Done. (1.423s)\r\n",
      "image 1942/3000 /kaggle/working/../input/vinbigdata/test/a8b1710cb5c6838d9ec9394cc9d3e54e.png: 512x512 2 Aortic enlargements, 2 Calcifications, 3 Infiltrations, 5 Lung Opacitys, 5 Nodule/Masss, 2 Other lesions, 4 Pleural effusions, 7 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.409s)\r\n",
      "image 1943/3000 /kaggle/working/../input/vinbigdata/test/a8bdfce0a004e021326f6bc6b3cbe879.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.846s)\r\n",
      "image 1944/3000 /kaggle/working/../input/vinbigdata/test/a8be2c2f3cca4561d6d849412dfac1e5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 ILDs, 2 Infiltrations, 3 Lung Opacitys, 3 Other lesions, 4 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.394s)\r\n",
      "image 1945/3000 /kaggle/working/../input/vinbigdata/test/a8eea443a1b6ff5a66a5b3d9ca3b43ec.png: 512x512 1 Nodule/Mass, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.440s)\r\n",
      "image 1946/3000 /kaggle/working/../input/vinbigdata/test/a91d7a2861df777e89f50e82a13c951a.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 4 Consolidations, 3 ILDs, 5 Infiltrations, 7 Lung Opacitys, 3 Nodule/Masss, 11 Other lesions, 2 Pleural effusions, 2 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.586s)\r\n",
      "image 1947/3000 /kaggle/working/../input/vinbigdata/test/a9502c70f079a56f8069b0e5fd9108af.png: 512x512 1 Calcification, 1 ILD, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.753s)\r\n",
      "image 1948/3000 /kaggle/working/../input/vinbigdata/test/a9653a3944debde919a631ede6f9ac5e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.669s)\r\n",
      "image 1949/3000 /kaggle/working/../input/vinbigdata/test/a96be9e6b0e037a1c534c965fe7c5e44.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.682s)\r\n",
      "image 1950/3000 /kaggle/working/../input/vinbigdata/test/a98c821850d44edfeb4c87e5b247f384.png: 512x512 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 3 ILDs, 1 Lung Opacity, 6 Other lesions, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.775s)\r\n",
      "image 1951/3000 /kaggle/working/../input/vinbigdata/test/a98eb78f76b41f3b87faecc6e10e56fa.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.745s)\r\n",
      "image 1952/3000 /kaggle/working/../input/vinbigdata/test/a9bdb1569185a68c00c7e1df3a5c7a7a.png: 512x512 1 ILD, 3 Infiltrations, 4 Lung Opacitys, 3 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.786s)\r\n",
      "image 1953/3000 /kaggle/working/../input/vinbigdata/test/a9bfb9e92e3303005bbb9e98a86bd3c8.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 3 Calcifications, 1 ILD, 3 Lung Opacitys, 1 Nodule/Mass, 9 Other lesions, 9 Pleural effusions, 12 Pleural thickenings, 1 Pneumothorax, 3 Pulmonary fibrosiss, Done. (2.302s)\r\n",
      "image 1954/3000 /kaggle/working/../input/vinbigdata/test/a9c0ae6876251773ec5aeacde33d8259.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, Done. (1.465s)\r\n",
      "image 1955/3000 /kaggle/working/../input/vinbigdata/test/a9e40cab375d5e1ce347b4f5587d7579.png: 512x512 2 Aortic enlargements, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (2.089s)\r\n",
      "image 1956/3000 /kaggle/working/../input/vinbigdata/test/a9eb578a8362fedb2ae92bc6f2ba72c9.png: 512x512 5 Aortic enlargements, 7 Calcifications, 1 ILD, 1 Nodule/Mass, 5 Other lesions, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.623s)\r\n",
      "image 1957/3000 /kaggle/working/../input/vinbigdata/test/a9f5053df6cf18b5e52173b038bddcad.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 4 Pleural thickenings, Done. (1.408s)\r\n",
      "image 1958/3000 /kaggle/working/../input/vinbigdata/test/aa15cfcfca7605465ca0513902738b95.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 3 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 11 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.431s)\r\n",
      "image 1959/3000 /kaggle/working/../input/vinbigdata/test/aa1d47b139a6511c9d82741ec9dc8607.png: 512x512 1 ILD, Done. (1.406s)\r\n",
      "image 1960/3000 /kaggle/working/../input/vinbigdata/test/aa36be0450cf8113111df8d7f4c30859.png: 512x512 5 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 1 ILD, 1 Nodule/Mass, 4 Other lesions, Done. (1.418s)\r\n",
      "image 1961/3000 /kaggle/working/../input/vinbigdata/test/aa3731395ea86dd08e8a54e57d517b13.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.421s)\r\n",
      "image 1962/3000 /kaggle/working/../input/vinbigdata/test/aa6eac68ec54061a4d8db4e92fe26fca.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 4 Pleural thickenings, Done. (1.998s)\r\n",
      "image 1963/3000 /kaggle/working/../input/vinbigdata/test/aa7bcd8dfeacb7484a0c88b472497780.png: 512x512 1 Calcification, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.410s)\r\n",
      "image 1964/3000 /kaggle/working/../input/vinbigdata/test/aa9277e026977e366962c42dc94a5598.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 3 ILDs, 1 Other lesion, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.409s)\r\n",
      "image 1965/3000 /kaggle/working/../input/vinbigdata/test/aa94a6c5aa2944663fbaf9b0fe6c23cc.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 6 ILDs, 2 Infiltrations, 1 Lung Opacity, 1 Nodule/Mass, 3 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.412s)\r\n",
      "image 1966/3000 /kaggle/working/../input/vinbigdata/test/aaa95202579b81b6c1fd30a32e416e4b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.407s)\r\n",
      "image 1967/3000 /kaggle/working/../input/vinbigdata/test/aab1d5f56900ecdddc2687176293ee8d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, Done. (1.414s)\r\n",
      "image 1968/3000 /kaggle/working/../input/vinbigdata/test/aab92c2f28c68c50ae92943aa4f00a13.png: 512x512 1 Aortic enlargement, 1 Consolidation, 3 Infiltrations, 4 Lung Opacitys, 3 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.399s)\r\n",
      "image 1969/3000 /kaggle/working/../input/vinbigdata/test/aad1e0551f34552bab5566ae73051ede.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Nodule/Masss, 1 Pleural thickening, Done. (1.416s)\r\n",
      "image 1970/3000 /kaggle/working/../input/vinbigdata/test/aaef5c76717e048a21ca0bbe328e3552.png: 512x512 1 Aortic enlargement, 1 Pleural thickening, Done. (1.512s)\r\n",
      "image 1971/3000 /kaggle/working/../input/vinbigdata/test/aaf9e71b7ff5555aa096d77b2482ed56.png: 512x512 3 Pleural thickenings, Done. (1.455s)\r\n",
      "image 1972/3000 /kaggle/working/../input/vinbigdata/test/aafba37e808192258f4a1c806113d678.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Pleural thickenings, Done. (1.439s)\r\n",
      "image 1973/3000 /kaggle/working/../input/vinbigdata/test/ab0272eeb4b1d71bb816b39fb872f817.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Other lesion, 2 Pleural thickenings, Done. (1.403s)\r\n",
      "image 1974/3000 /kaggle/working/../input/vinbigdata/test/ab58f6f43dd2ed4995a4db00799061a2.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.958s)\r\n",
      "image 1975/3000 /kaggle/working/../input/vinbigdata/test/ab5b4a334ecfc9544fb26cc268f85794.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.415s)\r\n",
      "image 1976/3000 /kaggle/working/../input/vinbigdata/test/ab98dfb77bbb5deff60345b5b4111666.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.423s)\r\n",
      "image 1977/3000 /kaggle/working/../input/vinbigdata/test/ab9a830042ed3df8a972a382b5c2d152.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 3 Pleural thickenings, Done. (1.462s)\r\n",
      "image 1978/3000 /kaggle/working/../input/vinbigdata/test/ab9dedb9ff4cd9e80dca74505b599105.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 1 Consolidation, 5 ILDs, 9 Infiltrations, 17 Lung Opacitys, 11 Nodule/Masss, 19 Other lesions, 4 Pleural effusions, 14 Pleural thickenings, 29 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 1979/3000 /kaggle/working/../input/vinbigdata/test/aba3d1f5b1c04236f52a8980929b2cfa.png: 512x512 1 Pleural effusion, 3 Pleural thickenings, Done. (1.421s)\r\n",
      "image 1980/3000 /kaggle/working/../input/vinbigdata/test/abbe42351ae1e98ba1bec5733e5dab40.png: 512x512 1 Atelectasis, 2 Calcifications, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 4 Pleural effusions, 11 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.423s)\r\n",
      "image 1981/3000 /kaggle/working/../input/vinbigdata/test/abc7ffa4653f0f7ce023294743b7822d.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.418s)\r\n",
      "image 1982/3000 /kaggle/working/../input/vinbigdata/test/abe3e3c83a7dc58474450b601e20cffb.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 8 Pleural thickenings, Done. (1.416s)\r\n",
      "image 1983/3000 /kaggle/working/../input/vinbigdata/test/ac0bac3fdb7c2aaaef82ef57e4e31fc3.png: 512x512 4 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 ILDs, 2 Nodule/Masss, 7 Other lesions, 3 Pleural effusions, 4 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.724s)\r\n",
      "image 1984/3000 /kaggle/working/../input/vinbigdata/test/ac2ff5fbe1414b37f6c093af463a2e8c.png: 512x512 1 Aortic enlargement, Done. (1.494s)\r\n",
      "image 1985/3000 /kaggle/working/../input/vinbigdata/test/ac30fba4f3b56ce91061a996da50ca33.png: 512x512 2 Pleural thickenings, Done. (1.436s)\r\n",
      "image 1986/3000 /kaggle/working/../input/vinbigdata/test/ac355b28467401582eb29bcba2222201.png: 512x512 6 Pleural thickenings, Done. (1.408s)\r\n",
      "image 1987/3000 /kaggle/working/../input/vinbigdata/test/ac4491828474ddb108feea97a3dd9b2e.png: 512x512 4 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 4 Other lesions, Done. (1.417s)\r\n",
      "image 1988/3000 /kaggle/working/../input/vinbigdata/test/ac50740234b410b2a101abff1b10c880.png: 512x512 1 Aortic enlargement, 6 Atelectasiss, 8 Calcifications, 1 Cardiomegaly, 3 Consolidations, 1 ILD, 4 Infiltrations, 7 Lung Opacitys, 11 Nodule/Masss, 9 Other lesions, 10 Pleural thickenings, 27 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 1989/3000 /kaggle/working/../input/vinbigdata/test/ac5b9c5e3b65367ddbd1097db80f7a3c.png: 512x512 6 Pleural thickenings, Done. (1.417s)\r\n",
      "image 1990/3000 /kaggle/working/../input/vinbigdata/test/acb798cac2ce66c6c9b1570fab4e4adc.png: 512x512 1 ILD, 1 Infiltration, 1 Other lesion, 2 Pleural effusions, 5 Pleural thickenings, Done. (1.427s)\r\n",
      "image 1991/3000 /kaggle/working/../input/vinbigdata/test/acc6f0b29ac46e8211ee8af34623d226.png: 512x512 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 1 Pleural thickening, Done. (1.411s)\r\n",
      "image 1992/3000 /kaggle/working/../input/vinbigdata/test/ace60710b86a4f9e247f6a04c0b64418.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.489s)\r\n",
      "image 1993/3000 /kaggle/working/../input/vinbigdata/test/ad0e28f2ca779814670ce4a075e6cb2d.png: 512x512 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.402s)\r\n",
      "image 1994/3000 /kaggle/working/../input/vinbigdata/test/ad64176ee6a7c2be0275dca89c1087b8.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.400s)\r\n",
      "image 1995/3000 /kaggle/working/../input/vinbigdata/test/adb78a62d4d98624dc87fd1da2a47fbf.png: 512x512 1 Aortic enlargement, 2 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.404s)\r\n",
      "image 1996/3000 /kaggle/working/../input/vinbigdata/test/adca1d936c8d6b0cd25c0011894f20dd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 3 Pleural thickenings, Done. (1.970s)\r\n",
      "image 1997/3000 /kaggle/working/../input/vinbigdata/test/add028f733f04ffb837bae1ab64ecdab.png: 512x512 2 Pleural effusions, 4 Pleural thickenings, Done. (1.412s)\r\n",
      "image 1998/3000 /kaggle/working/../input/vinbigdata/test/ade7c2225ef5aa319a66de15812a7e79.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.439s)\r\n",
      "image 1999/3000 /kaggle/working/../input/vinbigdata/test/adf83198e0e44726552116b6bf7b845a.png: 512x512 1 Aortic enlargement, 1 Consolidation, 4 ILDs, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.503s)\r\n",
      "image 2000/3000 /kaggle/working/../input/vinbigdata/test/ae0a37c6a0d67c39df4d50a8c682fc1d.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 3 Consolidations, 1 ILD, 4 Infiltrations, 4 Lung Opacitys, 5 Nodule/Masss, 2 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.407s)\r\n",
      "image 2001/3000 /kaggle/working/../input/vinbigdata/test/ae1a1f3641ea3d97e97fd07bbc7edb5d.png: 512x512 1 Cardiomegaly, 6 Pleural thickenings, Done. (1.429s)\r\n",
      "image 2002/3000 /kaggle/working/../input/vinbigdata/test/ae1be0bdd3023c9d1d16d25124c6c6d2.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 4 Calcifications, 3 Infiltrations, 2 Lung Opacitys, 9 Nodule/Masss, 3 Other lesions, 3 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 2003/3000 /kaggle/working/../input/vinbigdata/test/ae2c627a8cdf3ed34305217f530fad73.png: 512x512 1 Cardiomegaly, 2 ILDs, Done. (1.401s)\r\n",
      "image 2004/3000 /kaggle/working/../input/vinbigdata/test/ae39157042d5ff9e264c7f6b18812938.png: 512x512 1 Nodule/Mass, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.881s)\r\n",
      "image 2005/3000 /kaggle/working/../input/vinbigdata/test/ae449aa8589959e118d06c008dcd5035.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Pulmonary fibrosis, Done. (1.424s)\r\n",
      "image 2006/3000 /kaggle/working/../input/vinbigdata/test/ae5448304e886b7dee7e095e5bcf66f4.png: 512x512 3 Aortic enlargements, 2 Cardiomegalys, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, Done. (1.504s)\r\n",
      "image 2007/3000 /kaggle/working/../input/vinbigdata/test/ae6434cc392e34dc83ce31ce480c5858.png: 512x512 2 Aortic enlargements, 2 Nodule/Masss, 4 Other lesions, 9 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.405s)\r\n",
      "image 2008/3000 /kaggle/working/../input/vinbigdata/test/ae65f96c6901de63e9ca768bb58c3253.png: 512x512 1 Cardiomegaly, 1 Pleural effusion, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.404s)\r\n",
      "image 2009/3000 /kaggle/working/../input/vinbigdata/test/ae764a3ffd1b0317e4496637b3708a20.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 7 Other lesions, 8 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.405s)\r\n",
      "image 2010/3000 /kaggle/working/../input/vinbigdata/test/ae7fa77d4ac17896070888e1e62f4973.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 2011/3000 /kaggle/working/../input/vinbigdata/test/ae9c7e52d8a31c3898dcd1bcf7a6f19f.png: 512x512 1 Aortic enlargement, 4 Calcifications, 1 Consolidation, 1 Infiltration, 4 Lung Opacitys, 4 Nodule/Masss, 5 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.405s)\r\n",
      "image 2012/3000 /kaggle/working/../input/vinbigdata/test/aea4295e0193631de4bcab7792b9da7e.png: 512x512 Done. (1.408s)\r\n",
      "image 2013/3000 /kaggle/working/../input/vinbigdata/test/aedc1feb3dafbc2344ae4daa908fa35a.png: 512x512 5 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 5 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 7 Other lesions, 1 Pulmonary fibrosis, Done. (1.434s)\r\n",
      "image 2014/3000 /kaggle/working/../input/vinbigdata/test/aee6f5a3a0097e62a30dccb62dc7c871.png: 512x512 1 Aortic enlargement, 1 Consolidation, 4 ILDs, 7 Infiltrations, 6 Lung Opacitys, 1 Nodule/Mass, 4 Other lesions, 3 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.473s)\r\n",
      "image 2015/3000 /kaggle/working/../input/vinbigdata/test/aef93e49694dfe1a10e508ec299d2857.png: 512x512 1 Aortic enlargement, 4 ILDs, 3 Infiltrations, 2 Lung Opacitys, 2 Other lesions, 2 Pleural effusions, 8 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.420s)\r\n",
      "image 2016/3000 /kaggle/working/../input/vinbigdata/test/af2a0be2fe0eed4b198487a185e78e14.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 4 Consolidations, 7 ILDs, 6 Infiltrations, 5 Lung Opacitys, 5 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 14 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 2017/3000 /kaggle/working/../input/vinbigdata/test/af2c39b21636af413907f7f1cf658446.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.409s)\r\n",
      "image 2018/3000 /kaggle/working/../input/vinbigdata/test/af42eedb38176dadaa09bfccbe65e16a.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 1 Other lesion, 1 Pleural effusion, 9 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.954s)\r\n",
      "image 2019/3000 /kaggle/working/../input/vinbigdata/test/af45d7c1bc7db86bece7f8b21dfc228d.png: 512x512 1 Consolidation, 2 Infiltrations, 3 Lung Opacitys, 4 Nodule/Masss, 2 Other lesions, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.420s)\r\n",
      "image 2020/3000 /kaggle/working/../input/vinbigdata/test/af482b2b75091fb3a26632a5cdd83fbc.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.421s)\r\n",
      "image 2021/3000 /kaggle/working/../input/vinbigdata/test/af585facfdf8aea6ca8175f5bc2b7c6e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, Done. (1.485s)\r\n",
      "image 2022/3000 /kaggle/working/../input/vinbigdata/test/af6e3cf591f1ef220c22cefe19b638a0.png: 512x512 3 Other lesions, Done. (1.421s)\r\n",
      "image 2023/3000 /kaggle/working/../input/vinbigdata/test/af72268c7cc92691f6f095ad6ba5af60.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Nodule/Mass, 4 Pleural thickenings, Done. (1.444s)\r\n",
      "image 2024/3000 /kaggle/working/../input/vinbigdata/test/af814787d788b29059ae3419a3b38dbd.png: 512x512 1 ILD, Done. (1.402s)\r\n",
      "image 2025/3000 /kaggle/working/../input/vinbigdata/test/afa956946ef7e3933b6847a3ceabb448.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.861s)\r\n",
      "image 2026/3000 /kaggle/working/../input/vinbigdata/test/afd98fcc55409a4bd2568bff204467e5.png: 512x512 4 Calcifications, 2 Infiltrations, 3 Lung Opacitys, 6 Nodule/Masss, 3 Other lesions, 6 Pleural thickenings, 16 Pulmonary fibrosiss, Done. (1.415s)\r\n",
      "image 2027/3000 /kaggle/working/../input/vinbigdata/test/afe26bd69f04e1a0eb437ed8fad12d63.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 2 Pleural thickenings, Done. (1.422s)\r\n",
      "image 2028/3000 /kaggle/working/../input/vinbigdata/test/afea5cd9971b43df0e0e56faa5ec9e0a.png: 512x512 3 Aortic enlargements, 2 Cardiomegalys, 2 Pulmonary fibrosiss, Done. (1.483s)\r\n",
      "image 2029/3000 /kaggle/working/../input/vinbigdata/test/afee8ff90f29b8827d0eb78774d25324.png: 512x512 1 Aortic enlargement, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 2030/3000 /kaggle/working/../input/vinbigdata/test/afef521082fd36f187a774250d41534b.png: 512x512 1 Atelectasis, 1 Calcification, 1 Consolidation, 7 ILDs, 5 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 16 Pulmonary fibrosiss, Done. (1.409s)\r\n",
      "image 2031/3000 /kaggle/working/../input/vinbigdata/test/aff1207c6ecd90843ab144eed9467a49.png: 512x512 2 Aortic enlargements, 3 ILDs, 1 Infiltration, 1 Lung Opacity, 2 Pleural thickenings, Done. (1.413s)\r\n",
      "image 2032/3000 /kaggle/working/../input/vinbigdata/test/affa908e7a8578ea510b37c08b7fa1ee.png: 512x512 1 Pleural effusion, 5 Pleural thickenings, Done. (1.411s)\r\n",
      "image 2033/3000 /kaggle/working/../input/vinbigdata/test/b0119d70ae6410b497a0f2a74225ea9e.png: 512x512 2 Aortic enlargements, 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 3 Pleural thickenings, Done. (1.415s)\r\n",
      "image 2034/3000 /kaggle/working/../input/vinbigdata/test/b0385734db3c516e5e9d43af7dcfbf3c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.428s)\r\n",
      "image 2035/3000 /kaggle/working/../input/vinbigdata/test/b05eea6e753afa1cc9c957633eb03515.png: 512x512 1 Lung Opacity, 3 Other lesions, 1 Pleural effusion, 10 Pleural thickenings, Done. (1.401s)\r\n",
      "image 2036/3000 /kaggle/working/../input/vinbigdata/test/b061d6df893b4bb48b7533e853df4220.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, Done. (1.481s)\r\n",
      "image 2037/3000 /kaggle/working/../input/vinbigdata/test/b0634373edac7074e2ab28a088ee0612.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.405s)\r\n",
      "image 2038/3000 /kaggle/working/../input/vinbigdata/test/b06913e5c32078f74280d5937e316d96.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.429s)\r\n",
      "image 2039/3000 /kaggle/working/../input/vinbigdata/test/b07db2b7a19271c348cd0138fb0ea6a2.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.423s)\r\n",
      "image 2040/3000 /kaggle/working/../input/vinbigdata/test/b07fdc1165d9ac510565ad0ccdc28461.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.981s)\r\n",
      "image 2041/3000 /kaggle/working/../input/vinbigdata/test/b092fafdce3e9e4aa0a999824e4ab59d.png: 512x512 3 Pleural thickenings, Done. (1.436s)\r\n",
      "image 2042/3000 /kaggle/working/../input/vinbigdata/test/b09780a59f371d11441de06aad993437.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 ILD, 1 Other lesion, Done. (1.424s)\r\n",
      "image 2043/3000 /kaggle/working/../input/vinbigdata/test/b0a1aba6962b7a2ae90ebd5f293a7413.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Cardiomegalys, 3 Consolidations, 2 Infiltrations, 3 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.497s)\r\n",
      "image 2044/3000 /kaggle/working/../input/vinbigdata/test/b0a22a2ed9f2511c83628c3c149c620e.png: 512x512 5 Pleural thickenings, Done. (1.409s)\r\n",
      "image 2045/3000 /kaggle/working/../input/vinbigdata/test/b0aff2cb1054d3a5ffcdeb33b2f53ab6.png: 512x512 2 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 1 ILD, 1 Infiltration, 1 Lung Opacity, 10 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.405s)\r\n",
      "image 2046/3000 /kaggle/working/../input/vinbigdata/test/b0b42b663139625afc6e29526ae1ecfe.png: 512x512 4 Aortic enlargements, 1 Calcification, 3 ILDs, 2 Infiltrations, 1 Lung Opacity, 3 Nodule/Masss, 5 Other lesions, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.894s)\r\n",
      "image 2047/3000 /kaggle/working/../input/vinbigdata/test/b0b7dbd9b65c26a225e8f068c30036c5.png: 512x512 1 Pleural effusion, 8 Pleural thickenings, Done. (1.407s)\r\n",
      "image 2048/3000 /kaggle/working/../input/vinbigdata/test/b0b9a7143b9590143538c99efb5826d8.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Infiltrations, 2 Lung Opacitys, 3 Nodule/Masss, 5 Other lesions, 5 Pleural effusions, 8 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.416s)\r\n",
      "image 2049/3000 /kaggle/working/../input/vinbigdata/test/b112545c70dffa1f3070ca17ae314782.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.426s)\r\n",
      "image 2050/3000 /kaggle/working/../input/vinbigdata/test/b1191a037edd92e49073961f2762a013.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.479s)\r\n",
      "image 2051/3000 /kaggle/working/../input/vinbigdata/test/b12232ebf575db0226671621146f76e1.png: 512x512 1 Aortic enlargement, 5 Pleural thickenings, Done. (1.402s)\r\n",
      "image 2052/3000 /kaggle/working/../input/vinbigdata/test/b13d4ee2cd427c0ddbce944de4187735.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.423s)\r\n",
      "image 2053/3000 /kaggle/working/../input/vinbigdata/test/b176812b6d85e2bad51164998ec32581.png: 512x512 5 Aortic enlargements, 1 Calcification, 4 Cardiomegalys, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, Done. (1.403s)\r\n",
      "image 2054/3000 /kaggle/working/../input/vinbigdata/test/b1876d26a3f3cc44a8c667aa2a8a972c.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 6 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.404s)\r\n",
      "image 2055/3000 /kaggle/working/../input/vinbigdata/test/b19485638f07adff512a5a70a7226510.png: 512x512 1 Aortic enlargement, 1 ILD, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.413s)\r\n",
      "image 2056/3000 /kaggle/working/../input/vinbigdata/test/b1a596318e7bfdcbb74044bf6d38c6ed.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 7 Pleural thickenings, Done. (1.437s)\r\n",
      "image 2057/3000 /kaggle/working/../input/vinbigdata/test/b1bc26113bd511d4a2e29c21b786f46f.png: 512x512 2 Aortic enlargements, 4 Atelectasiss, 3 Calcifications, 2 Consolidations, 4 ILDs, 3 Infiltrations, 5 Lung Opacitys, 4 Nodule/Masss, 1 Other lesion, 10 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.422s)\r\n",
      "image 2058/3000 /kaggle/working/../input/vinbigdata/test/b1cf300f6c334fd9ed4ac90d4d345525.png: 512x512 1 Aortic enlargement, 1 Other lesion, 4 Pleural thickenings, Done. (1.492s)\r\n",
      "image 2059/3000 /kaggle/working/../input/vinbigdata/test/b2026d7a8878474b33490ccc9ac1d0b8.png: 512x512 2 Aortic enlargements, 1 ILD, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.410s)\r\n",
      "image 2060/3000 /kaggle/working/../input/vinbigdata/test/b2036bab38a8e48baca67602a5679fe2.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 2 Consolidations, 2 Lung Opacitys, 1 Nodule/Mass, 1 Pleural effusion, 1 Pleural thickening, Done. (1.390s)\r\n",
      "image 2061/3000 /kaggle/working/../input/vinbigdata/test/b22a606ccf819ba00d16d8f5a315db33.png: 512x512 1 Cardiomegaly, 1 Nodule/Mass, Done. (1.408s)\r\n",
      "image 2062/3000 /kaggle/working/../input/vinbigdata/test/b23600f7395ee996cea6c96faed17927.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 Consolidations, 2 ILDs, 4 Infiltrations, 5 Lung Opacitys, 1 Nodule/Mass, 4 Other lesions, 6 Pleural effusions, 9 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.954s)\r\n",
      "image 2063/3000 /kaggle/working/../input/vinbigdata/test/b239daece54519264624cf61e858717f.png: 512x512 3 Calcifications, 1 Infiltration, 3 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 8 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.473s)\r\n",
      "image 2064/3000 /kaggle/working/../input/vinbigdata/test/b24786ead7a3022992f42c4bc7802ff1.png: 512x512 1 Aortic enlargement, Done. (1.470s)\r\n",
      "image 2065/3000 /kaggle/working/../input/vinbigdata/test/b249fedbd224f8bc77f9977e94d1326e.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 12 Calcifications, 1 ILD, 1 Infiltration, 8 Nodule/Masss, 5 Other lesions, 6 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.516s)\r\n",
      "image 2066/3000 /kaggle/working/../input/vinbigdata/test/b2787087028bc2c22a30b10b18b9c96d.png: 512x512 2 Aortic enlargements, 5 Atelectasiss, 4 Calcifications, 3 Consolidations, 3 Infiltrations, 5 Lung Opacitys, 10 Other lesions, 3 Pleural effusions, 17 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.420s)\r\n",
      "image 2067/3000 /kaggle/working/../input/vinbigdata/test/b29fdbcf453e70793197879d52dd9932.png: 512x512 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 4 Lung Opacitys, 4 Other lesions, 7 Pleural thickenings, 1 Pneumothorax, Done. (1.933s)\r\n",
      "image 2068/3000 /kaggle/working/../input/vinbigdata/test/b2ebfd781d0d4b97f634e797cda68ef9.png: 512x512 Done. (1.378s)\r\n",
      "image 2069/3000 /kaggle/working/../input/vinbigdata/test/b2fe15f8e72e8825f44f23fd2968c67e.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Calcifications, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 3 Nodule/Masss, 1 Other lesion, 4 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.398s)\r\n",
      "image 2070/3000 /kaggle/working/../input/vinbigdata/test/b2fe1b518082afaf61e01159ac62b661.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.395s)\r\n",
      "image 2071/3000 /kaggle/working/../input/vinbigdata/test/b310740e310e57b4e817bc1eea810695.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, Done. (1.409s)\r\n",
      "image 2072/3000 /kaggle/working/../input/vinbigdata/test/b31896c53faf22384b2ec503b2657139.png: 512x512 1 Pleural thickening, Done. (1.472s)\r\n",
      "image 2073/3000 /kaggle/working/../input/vinbigdata/test/b355f072e13b16791b85280fe272e2d2.png: 512x512 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.388s)\r\n",
      "image 2074/3000 /kaggle/working/../input/vinbigdata/test/b35f68168336f1cda4ccc227655cfb80.png: 512x512 3 Aortic enlargements, 4 Calcifications, 2 Cardiomegalys, 1 Lung Opacity, 1 Nodule/Mass, 7 Other lesions, 2 Pleural effusions, 8 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.405s)\r\n",
      "image 2075/3000 /kaggle/working/../input/vinbigdata/test/b381d2dc6d77140e137a70933adf2f23.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.409s)\r\n",
      "image 2076/3000 /kaggle/working/../input/vinbigdata/test/b38be7898a845062393e06bb52cefc2d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.428s)\r\n",
      "image 2077/3000 /kaggle/working/../input/vinbigdata/test/b39c13808b09d93117fa755e6f8e64ab.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.411s)\r\n",
      "image 2078/3000 /kaggle/working/../input/vinbigdata/test/b3b085d09a42cfd9d885f4abd7948b03.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 3 Nodule/Masss, 1 Pleural effusion, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.414s)\r\n",
      "image 2079/3000 /kaggle/working/../input/vinbigdata/test/b3bde408c437a5395134a3126fc88060.png: 512x512 2 Pulmonary fibrosiss, Done. (1.421s)\r\n",
      "image 2080/3000 /kaggle/working/../input/vinbigdata/test/b3c53b567b4981605f758d83d2e91d90.png: 512x512 1 ILD, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.480s)\r\n",
      "image 2081/3000 /kaggle/working/../input/vinbigdata/test/b3db42a01ac63823463dbfbc952d98fc.png: 512x512 2 Pleural thickenings, Done. (1.447s)\r\n",
      "image 2082/3000 /kaggle/working/../input/vinbigdata/test/b3f67ac077531f44dd06275af31edbd9.png: 512x512 2 ILDs, 3 Infiltrations, 3 Lung Opacitys, 1 Other lesion, 1 Pleural effusion, 10 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 2083/3000 /kaggle/working/../input/vinbigdata/test/b437738182ad6fbdcfa6f6e1d220dad2.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, Done. (1.942s)\r\n",
      "image 2084/3000 /kaggle/working/../input/vinbigdata/test/b440e6708f332a8be9eeccc368b0df24.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 2 Consolidations, 3 ILDs, 2 Infiltrations, 3 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 2085/3000 /kaggle/working/../input/vinbigdata/test/b444c3063cb1d803686df3e724af8ffc.png: 512x512 2 ILDs, 1 Nodule/Mass, 2 Pleural thickenings, Done. (1.423s)\r\n",
      "image 2086/3000 /kaggle/working/../input/vinbigdata/test/b45212c0181a586f4e50896ed1ade593.png: 512x512 3 Aortic enlargements, 2 Cardiomegalys, 1 Consolidation, 10 ILDs, 7 Infiltrations, 7 Lung Opacitys, 6 Nodule/Masss, 8 Other lesions, 7 Pleural effusions, 7 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.440s)\r\n",
      "image 2087/3000 /kaggle/working/../input/vinbigdata/test/b459a50805be69b1b31dcd7776cf685c.png: 512x512 1 Pleural thickening, Done. (1.498s)\r\n",
      "image 2088/3000 /kaggle/working/../input/vinbigdata/test/b45de8c5c4a5ec655fe0d6250a45c218.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 4 Pleural effusions, 12 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.794s)\r\n",
      "image 2089/3000 /kaggle/working/../input/vinbigdata/test/b460bd8e31516f538e866724f62b0e53.png: 512x512 1 Aortic enlargement, 5 Calcifications, 1 Cardiomegaly, 8 Nodule/Masss, 1 Other lesion, 2 Pleural effusions, 5 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.411s)\r\n",
      "image 2090/3000 /kaggle/working/../input/vinbigdata/test/b461cd28bc17c294dd986d0d91577ac3.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Lung Opacity, 1 Other lesion, 2 Pleural thickenings, Done. (1.413s)\r\n",
      "image 2091/3000 /kaggle/working/../input/vinbigdata/test/b4801175f8c958f46679cb01729a3aa3.png: 512x512 2 Pleural effusions, 11 Pleural thickenings, Done. (1.434s)\r\n",
      "image 2092/3000 /kaggle/working/../input/vinbigdata/test/b4892a156d2b51f8a33413e447cd07a4.png: 512x512 2 Pleural effusions, 4 Pleural thickenings, Done. (1.452s)\r\n",
      "image 2093/3000 /kaggle/working/../input/vinbigdata/test/b49ae99734943af981150e563b4bf26f.png: 512x512 1 Other lesion, 1 Pleural thickening, Done. (1.435s)\r\n",
      "image 2094/3000 /kaggle/working/../input/vinbigdata/test/b4b4f6bd4783d0b7659280181ac022e3.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 3 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.479s)\r\n",
      "image 2095/3000 /kaggle/working/../input/vinbigdata/test/b4be21fea9b9bf0992e72d56db1a2cc9.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 2 Consolidations, 1 ILD, 7 Infiltrations, 8 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 9 Pleural thickenings, 18 Pulmonary fibrosiss, Done. (1.443s)\r\n",
      "image 2096/3000 /kaggle/working/../input/vinbigdata/test/b4c301c911e519f94d0e2752fa3e1a52.png: 512x512 1 Aortic enlargement, 4 Atelectasiss, 1 Calcification, 1 Cardiomegaly, 5 Consolidations, 2 ILDs, 6 Infiltrations, 7 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 3 Pleural effusions, 4 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.426s)\r\n",
      "image 2097/3000 /kaggle/working/../input/vinbigdata/test/b4c7e3c3881a4f6198995e41c28ee42f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 5 Pleural thickenings, Done. (1.427s)\r\n",
      "image 2098/3000 /kaggle/working/../input/vinbigdata/test/b4d7956d7abb534e5eb9654cb6ce0447.png: 512x512 1 Nodule/Mass, 1 Pleural effusion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.431s)\r\n",
      "image 2099/3000 /kaggle/working/../input/vinbigdata/test/b4e78fa47b3675c8de1ceae320bc4bf9.png: 512x512 4 Aortic enlargements, 1 Calcification, 3 Cardiomegalys, 1 Consolidation, 1 Infiltration, 3 Lung Opacitys, 1 Nodule/Mass, 7 Other lesions, 4 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 2100/3000 /kaggle/working/../input/vinbigdata/test/b4f74f85787bc1cda0604360f5ed3480.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.412s)\r\n",
      "image 2101/3000 /kaggle/working/../input/vinbigdata/test/b4fe965a759d442827c1b2a9dd1cf07c.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Nodule/Mass, 4 Other lesions, 3 Pleural thickenings, 1 Pneumothorax, Done. (1.424s)\r\n",
      "image 2102/3000 /kaggle/working/../input/vinbigdata/test/b514266c17d677f96256830c911cd360.png: 512x512 1 Aortic enlargement, 1 Consolidation, 3 ILDs, 2 Infiltrations, 5 Lung Opacitys, 5 Nodule/Masss, 3 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.495s)\r\n",
      "image 2103/3000 /kaggle/working/../input/vinbigdata/test/b537b8151e99a7cb62d9e8173802047b.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 2 Pleural effusions, 5 Pleural thickenings, Done. (1.416s)\r\n",
      "image 2104/3000 /kaggle/working/../input/vinbigdata/test/b56a27064980bc682ef60687a7938dc0.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 3 Other lesions, 1 Pleural effusion, 1 Pleural thickening, Done. (1.700s)\r\n",
      "image 2105/3000 /kaggle/working/../input/vinbigdata/test/b58e4a983569ccea8cffdc2366efb4bc.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.574s)\r\n",
      "image 2106/3000 /kaggle/working/../input/vinbigdata/test/b5adba906f51061c5cc1bf23ab268b44.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.455s)\r\n",
      "image 2107/3000 /kaggle/working/../input/vinbigdata/test/b5b8e63ea1d8857d9ef8972a5ffd40ad.png: 512x512 1 Aortic enlargement, 1 Calcification, 5 Pleural thickenings, Done. (1.430s)\r\n",
      "image 2108/3000 /kaggle/working/../input/vinbigdata/test/b5beecb493aba85a65672ec29595e2ec.png: 512x512 1 Aortic enlargement, 10 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.404s)\r\n",
      "image 2109/3000 /kaggle/working/../input/vinbigdata/test/b5da01c47f383175b34189c9e0a604fc.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 ILD, 1 Nodule/Mass, 3 Other lesions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.911s)\r\n",
      "image 2110/3000 /kaggle/working/../input/vinbigdata/test/b5db31329914f79adc2225e63238e057.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, Done. (1.421s)\r\n",
      "image 2111/3000 /kaggle/working/../input/vinbigdata/test/b62d8ad6e5876091e7ecfb170aacd533.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.472s)\r\n",
      "image 2112/3000 /kaggle/working/../input/vinbigdata/test/b6306e43c25510ae95720bc16ce3e9df.png: 512x512 1 Pleural effusion, 2 Pleural thickenings, Done. (1.427s)\r\n",
      "image 2113/3000 /kaggle/working/../input/vinbigdata/test/b64e66f5c1d00d05deccaa8be754073a.png: 512x512 1 Aortic enlargement, 1 Infiltration, 1 Pleural effusion, 8 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.459s)\r\n",
      "image 2114/3000 /kaggle/working/../input/vinbigdata/test/b65467fc097115261fe11d2a99ccb5cd.png: 512x512 1 Aortic enlargement, 1 Consolidation, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 3 Other lesions, Done. (1.417s)\r\n",
      "image 2115/3000 /kaggle/working/../input/vinbigdata/test/b6629ab57e020267189a0e0cd5477442.png: 512x512 1 Aortic enlargement, 1 Consolidation, 2 ILDs, 4 Infiltrations, 4 Lung Opacitys, 7 Nodule/Masss, 3 Other lesions, 5 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 2116/3000 /kaggle/working/../input/vinbigdata/test/b671f9ce0398d6aad805083ab7f5567d.png: 512x512 1 ILD, 7 Infiltrations, 7 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 10 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.482s)\r\n",
      "image 2117/3000 /kaggle/working/../input/vinbigdata/test/b6742642009842b72acce666991e9495.png: 512x512 1 Nodule/Mass, 2 Pleural thickenings, Done. (1.408s)\r\n",
      "image 2118/3000 /kaggle/working/../input/vinbigdata/test/b680342f191c8188c2ac1b2b1876a2ee.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.411s)\r\n",
      "image 2119/3000 /kaggle/working/../input/vinbigdata/test/b681e8429d0e437034518de0ae6f6468.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.416s)\r\n",
      "image 2120/3000 /kaggle/working/../input/vinbigdata/test/b688050e1558b6377a64246e88bfce3d.png: 512x512 2 Aortic enlargements, 2 Pleural effusions, 5 Pleural thickenings, Done. (1.405s)\r\n",
      "image 2121/3000 /kaggle/working/../input/vinbigdata/test/b68ed20e5c6ebee881077e813b8328d0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.401s)\r\n",
      "image 2122/3000 /kaggle/working/../input/vinbigdata/test/b6909bb49fea3015f46335ed2ebb9da4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.422s)\r\n",
      "image 2123/3000 /kaggle/working/../input/vinbigdata/test/b698b97d189f5660ba5ffa52c142ac50.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 9 Calcifications, 2 Consolidations, 2 ILDs, 3 Infiltrations, 4 Lung Opacitys, 8 Nodule/Masss, 7 Other lesions, 3 Pleural thickenings, 14 Pulmonary fibrosiss, Done. (1.432s)\r\n",
      "image 2124/3000 /kaggle/working/../input/vinbigdata/test/b6aecabe61430787ed4cdeb4409da3cb.png: 512x512 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 5 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.427s)\r\n",
      "image 2125/3000 /kaggle/working/../input/vinbigdata/test/b6c2293402377da9dc28dc65609022f0.png: 512x512 2 Other lesions, 1 Pleural thickening, Done. (1.416s)\r\n",
      "image 2126/3000 /kaggle/working/../input/vinbigdata/test/b6c2c6dd309938a3e4f695269871fce9.png: 512x512 1 Aortic enlargement, 3 Atelectasiss, 3 Cardiomegalys, 4 Consolidations, 5 ILDs, 6 Infiltrations, 7 Lung Opacitys, 4 Nodule/Masss, 5 Other lesions, 3 Pleural effusions, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.944s)\r\n",
      "image 2127/3000 /kaggle/working/../input/vinbigdata/test/b6cd281d9e2086509d4aff85866aa1dc.png: 512x512 1 Aortic enlargement, 3 Calcifications, 1 Cardiomegaly, 5 Nodule/Masss, 2 Other lesions, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.406s)\r\n",
      "image 2128/3000 /kaggle/working/../input/vinbigdata/test/b6ee9286885962e0dd8670232858dda5.png: 512x512 1 Aortic enlargement, 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.428s)\r\n",
      "image 2129/3000 /kaggle/working/../input/vinbigdata/test/b6f79693e9ae47422c76c434ad003fa9.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 7 ILDs, 2 Infiltrations, 1 Lung Opacity, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.411s)\r\n",
      "image 2130/3000 /kaggle/working/../input/vinbigdata/test/b7087046414717d69791b6fd66fa9e4d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, Done. (1.995s)\r\n",
      "image 2131/3000 /kaggle/working/../input/vinbigdata/test/b71c18e9ca2ee28e46da0e5a97d38e91.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.410s)\r\n",
      "image 2132/3000 /kaggle/working/../input/vinbigdata/test/b72eb8bfb19f645faedf529f848b34aa.png: 512x512 7 Pleural thickenings, Done. (1.418s)\r\n",
      "image 2133/3000 /kaggle/working/../input/vinbigdata/test/b75472be12becf759504730560a8d6e2.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.417s)\r\n",
      "image 2134/3000 /kaggle/working/../input/vinbigdata/test/b7806ab0cae2d0a9e40e009a354e4712.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Cardiomegalys, 1 Consolidation, 2 ILDs, 1 Infiltration, 5 Lung Opacitys, 3 Nodule/Masss, 9 Other lesions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.458s)\r\n",
      "image 2135/3000 /kaggle/working/../input/vinbigdata/test/b7938de5b6940f45173e8f1e03b9396e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Pleural effusion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.432s)\r\n",
      "image 2136/3000 /kaggle/working/../input/vinbigdata/test/b7a6886c351cbdd8af911e2f813d9c65.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 3 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.412s)\r\n",
      "image 2137/3000 /kaggle/working/../input/vinbigdata/test/b7b4381159d2df03eae9c807e19c5f11.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 2 Calcifications, 1 Cardiomegaly, 1 Consolidation, 3 ILDs, 2 Infiltrations, 3 Lung Opacitys, 5 Nodule/Masss, 5 Other lesions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.406s)\r\n",
      "image 2138/3000 /kaggle/working/../input/vinbigdata/test/b7c7ddcf253b397213116453bb085158.png: 512x512 4 Calcifications, 1 Consolidation, 2 ILDs, 6 Infiltrations, 5 Lung Opacitys, 10 Nodule/Masss, 7 Other lesions, 2 Pleural effusions, 11 Pleural thickenings, 21 Pulmonary fibrosiss, Done. (1.509s)\r\n",
      "image 2139/3000 /kaggle/working/../input/vinbigdata/test/b7f01aa169cb6fe393063386530595c3.png: 512x512 1 Cardiomegaly, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.408s)\r\n",
      "image 2140/3000 /kaggle/working/../input/vinbigdata/test/b8009ecfdc228cb909cbeae50c352d2e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.430s)\r\n",
      "image 2141/3000 /kaggle/working/../input/vinbigdata/test/b83b3054e9691c9a180063acd5a3b8ea.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Consolidation, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.395s)\r\n",
      "image 2142/3000 /kaggle/working/../input/vinbigdata/test/b856f3db2491d631aa4300206b97ff82.png: 512x512 2 Aortic enlargements, 2 Atelectasiss, 1 Cardiomegaly, 3 Consolidations, 3 Infiltrations, 7 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 13 Pleural effusions, 17 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 2143/3000 /kaggle/working/../input/vinbigdata/test/b857eb04491bba364d72288ba1ca6fb5.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, 1 Pleural thickening, Done. (1.400s)\r\n",
      "image 2144/3000 /kaggle/working/../input/vinbigdata/test/b8603c52ef3d03e6f9da6af8a089b455.png: 512x512 4 Consolidations, 2 ILDs, 6 Infiltrations, 8 Lung Opacitys, 7 Nodule/Masss, 4 Other lesions, 3 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.397s)\r\n",
      "image 2145/3000 /kaggle/working/../input/vinbigdata/test/b865bef830c36650ace8b36d2d07fba3.png: 512x512 1 Cardiomegaly, 2 ILDs, Done. (1.442s)\r\n",
      "image 2146/3000 /kaggle/working/../input/vinbigdata/test/b8756da75ca0ff37e9124e4480fa5c51.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 Consolidations, 4 ILDs, 6 Infiltrations, 4 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 6 Pleural effusions, 10 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.427s)\r\n",
      "image 2147/3000 /kaggle/working/../input/vinbigdata/test/b87fe4c1166680aa2e67644306baa246.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.936s)\r\n",
      "image 2148/3000 /kaggle/working/../input/vinbigdata/test/b8a064a85a04c00695de94136bd58955.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Other lesion, 5 Pleural thickenings, Done. (1.398s)\r\n",
      "image 2149/3000 /kaggle/working/../input/vinbigdata/test/b8a1303cdf5f86a9e3d1f88793dcf8f9.png: 512x512 3 Aortic enlargements, 2 Cardiomegalys, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 7 Other lesions, Done. (1.428s)\r\n",
      "image 2150/3000 /kaggle/working/../input/vinbigdata/test/b8a25a8351b2d2b97953651a7c22c304.png: 512x512 1 Aortic enlargement, 1 Infiltration, 1 Nodule/Mass, 10 Other lesions, 5 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.410s)\r\n",
      "image 2151/3000 /kaggle/working/../input/vinbigdata/test/b8e2cb8633a5299a8dec2087ad3e997e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 2 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.949s)\r\n",
      "image 2152/3000 /kaggle/working/../input/vinbigdata/test/b8f93143f14cf418de65d17783e1beff.png: 512x512 1 Other lesion, 6 Pleural thickenings, Done. (1.488s)\r\n",
      "image 2153/3000 /kaggle/working/../input/vinbigdata/test/b9182fc1e8c26b2642e8cb47ead586c7.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 1 ILD, 4 Infiltrations, 6 Lung Opacitys, 5 Other lesions, 3 Pleural thickenings, 17 Pulmonary fibrosiss, Done. (1.427s)\r\n",
      "image 2154/3000 /kaggle/working/../input/vinbigdata/test/b91c79d745aaf2676d55c05b895171f4.png: 512x512 1 Pleural effusion, 5 Pleural thickenings, Done. (1.403s)\r\n",
      "image 2155/3000 /kaggle/working/../input/vinbigdata/test/b922119aa88305502c4a33b7223b8931.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.430s)\r\n",
      "image 2156/3000 /kaggle/working/../input/vinbigdata/test/b92f500effea3979596d1ad5833d62aa.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 8 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.415s)\r\n",
      "image 2157/3000 /kaggle/working/../input/vinbigdata/test/b933b11d1a87912401b3839c0624bf48.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.419s)\r\n",
      "image 2158/3000 /kaggle/working/../input/vinbigdata/test/b946a39ccc9817429acdf4034de8ad5a.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 ILD, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.412s)\r\n",
      "image 2159/3000 /kaggle/working/../input/vinbigdata/test/b95f1cf07f0b4aa8a18d890b1712223e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.406s)\r\n",
      "image 2160/3000 /kaggle/working/../input/vinbigdata/test/b96a3e433f58b05ee579632dc85c1f6b.png: 512x512 3 Aortic enlargements, 3 Atelectasiss, 3 Calcifications, 1 Cardiomegaly, 5 ILDs, 2 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 1 Pneumothorax, 5 Pulmonary fibrosiss, Done. (1.508s)\r\n",
      "image 2161/3000 /kaggle/working/../input/vinbigdata/test/b977cbb35dc5a4d783bf23ed11249e20.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 5 Pleural thickenings, Done. (1.408s)\r\n",
      "image 2162/3000 /kaggle/working/../input/vinbigdata/test/b97f303f7576feb4b730d785af3fde1d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.413s)\r\n",
      "image 2163/3000 /kaggle/working/../input/vinbigdata/test/b97f663c47127668b341cae3b9a862ee.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, Done. (1.397s)\r\n",
      "image 2164/3000 /kaggle/working/../input/vinbigdata/test/b9a1cd8ead2d5c04b61217622da831ed.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 9 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.420s)\r\n",
      "image 2165/3000 /kaggle/working/../input/vinbigdata/test/b9b22942e3e21e497ac0923986c5f4a1.png: 512x512 6 Aortic enlargements, 2 Cardiomegalys, 1 Nodule/Mass, 3 Other lesions, Done. (1.439s)\r\n",
      "image 2166/3000 /kaggle/working/../input/vinbigdata/test/b9caeb519529294311110360f5c59a7c.png: 512x512 1 Aortic enlargement, 2 ILDs, 7 Pleural thickenings, Done. (1.448s)\r\n",
      "image 2167/3000 /kaggle/working/../input/vinbigdata/test/b9d474f14b730f98f89ebacc42de9dcf.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.486s)\r\n",
      "image 2168/3000 /kaggle/working/../input/vinbigdata/test/b9dcec0d41bcd2acb499745d5aeeaf08.png: 512x512 1 Consolidation, 3 ILDs, 6 Infiltrations, 3 Lung Opacitys, 6 Nodule/Masss, 2 Other lesions, 6 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.934s)\r\n",
      "image 2169/3000 /kaggle/working/../input/vinbigdata/test/b9e16712bb4e0ba0adfe77973be8942b.png: 512x512 1 Other lesion, 2 Pleural effusions, 6 Pleural thickenings, Done. (1.411s)\r\n",
      "image 2170/3000 /kaggle/working/../input/vinbigdata/test/b9ec82c648a5bd49b914014151a8a31a.png: 512x512 1 Aortic enlargement, 1 ILD, 2 Infiltrations, 1 Lung Opacity, 1 Other lesion, 1 Pulmonary fibrosis, Done. (1.413s)\r\n",
      "image 2171/3000 /kaggle/working/../input/vinbigdata/test/ba069b56d87a5ff7be250ed5abebcc07.png: 512x512 3 Aortic enlargements, 2 Cardiomegalys, 8 Other lesions, 1 Pulmonary fibrosis, Done. (1.409s)\r\n",
      "image 2172/3000 /kaggle/working/../input/vinbigdata/test/ba149dfb4f399902c41699b514d9fe39.png: 512x512 1 Aortic enlargement, 3 Atelectasiss, 1 Cardiomegaly, 4 Consolidations, 4 Infiltrations, 7 Lung Opacitys, 5 Nodule/Masss, 4 Other lesions, 8 Pleural effusions, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.972s)\r\n",
      "image 2173/3000 /kaggle/working/../input/vinbigdata/test/ba1cf5031a6f73a997901af57110de77.png: 512x512 3 Aortic enlargements, 2 Atelectasiss, 3 Calcifications, 3 Cardiomegalys, 5 Consolidations, 4 ILDs, 5 Infiltrations, 5 Lung Opacitys, 5 Nodule/Masss, 3 Other lesions, 2 Pleural effusions, 1 Pleural thickening, 11 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 2174/3000 /kaggle/working/../input/vinbigdata/test/ba38573ea116b6f1b299fe7f8843325d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 4 Pleural thickenings, Done. (1.481s)\r\n",
      "image 2175/3000 /kaggle/working/../input/vinbigdata/test/ba4aab9350d482e5540d27184ededf0b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, Done. (1.414s)\r\n",
      "image 2176/3000 /kaggle/working/../input/vinbigdata/test/bac58dc3a82b5a3d1f1affc2e9a5d6cf.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Consolidation, 1 Infiltration, 3 Lung Opacitys, 4 Nodule/Masss, 6 Other lesions, 5 Pleural effusions, 14 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.429s)\r\n",
      "image 2177/3000 /kaggle/working/../input/vinbigdata/test/bac9afd1d1a6676624cf108e90a78a64.png: 512x512 2 ILDs, 4 Pleural thickenings, Done. (1.423s)\r\n",
      "image 2178/3000 /kaggle/working/../input/vinbigdata/test/bad694ad153ee9c56ffda84575095111.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.422s)\r\n",
      "image 2179/3000 /kaggle/working/../input/vinbigdata/test/bb1156d79ce6e6bae259c2292e20e857.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Cardiomegalys, 1 Lung Opacity, 2 Nodule/Masss, 9 Other lesions, 2 Pleural effusions, 3 Pleural thickenings, Done. (1.426s)\r\n",
      "image 2180/3000 /kaggle/working/../input/vinbigdata/test/bb3cb6e89c003ad4be9c6141b1d66723.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 2 Cardiomegalys, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 2181/3000 /kaggle/working/../input/vinbigdata/test/bb3db5b1a3631c3f07ab30b3e53246e1.png: 512x512 1 Aortic enlargement, 1 ILD, 2 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 4 Pleural thickenings, Done. (1.425s)\r\n",
      "image 2182/3000 /kaggle/working/../input/vinbigdata/test/bb5ffb34f5baa01ec1e47df249046609.png: 512x512 1 Aortic enlargement, 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.507s)\r\n",
      "image 2183/3000 /kaggle/working/../input/vinbigdata/test/bb80a296415463575853956be0fed4f4.png: 512x512 1 ILD, 1 Nodule/Mass, Done. (1.424s)\r\n",
      "image 2184/3000 /kaggle/working/../input/vinbigdata/test/bba85e01002c2197143466b7a8e9f692.png: 512x512 Done. (1.422s)\r\n",
      "image 2185/3000 /kaggle/working/../input/vinbigdata/test/bbab4dd25cce6bcce8cfbc431301d5e1.png: 512x512 1 Lung Opacity, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.425s)\r\n",
      "image 2186/3000 /kaggle/working/../input/vinbigdata/test/bbd308679b0ad1c2891ed0e90c732b6a.png: 512x512 1 Aortic enlargement, 1 Infiltration, 2 Lung Opacitys, 2 Other lesions, 10 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.441s)\r\n",
      "image 2187/3000 /kaggle/working/../input/vinbigdata/test/bbded36443480f20efc2a93c6c353369.png: 512x512 5 Atelectasiss, 1 Cardiomegaly, 6 Consolidations, 7 ILDs, 7 Infiltrations, 10 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 16 Pleural effusions, 6 Pleural thickenings, 1 Pneumothorax, 9 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 2188/3000 /kaggle/working/../input/vinbigdata/test/bbe48901af3e353ba17d85aee2eb9430.png: 512x512 2 Aortic enlargements, 1 Nodule/Mass, 3 Other lesions, Done. (1.431s)\r\n",
      "image 2189/3000 /kaggle/working/../input/vinbigdata/test/bbe5760fffa7c61ff8cf806b734ce19e.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 5 Pleural thickenings, Done. (1.498s)\r\n",
      "image 2190/3000 /kaggle/working/../input/vinbigdata/test/bc100835ebd9995414e3c7a23ca2b4dc.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 Consolidation, 4 ILDs, 7 Infiltrations, 8 Lung Opacitys, 4 Nodule/Masss, 5 Other lesions, 3 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.913s)\r\n",
      "image 2191/3000 /kaggle/working/../input/vinbigdata/test/bc1403d8be913097e5fd52ef49cc3655.png: 512x512 2 Aortic enlargements, 2 Calcifications, 2 Lung Opacitys, 1 Nodule/Mass, 6 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.402s)\r\n",
      "image 2192/3000 /kaggle/working/../input/vinbigdata/test/bc171f3a7bd378efe1d1b304ed1d724b.png: 512x512 1 Aortic enlargement, 2 Lung Opacitys, 4 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.420s)\r\n",
      "image 2193/3000 /kaggle/working/../input/vinbigdata/test/bc174956c6e2b4ba65b4839da84f8aee.png: 512x512 1 Aortic enlargement, 1 Pleural thickening, Done. (1.957s)\r\n",
      "image 2194/3000 /kaggle/working/../input/vinbigdata/test/bc247fbc4a986f2974c1d8b158de77bd.png: 512x512 5 Pleural thickenings, Done. (1.422s)\r\n",
      "image 2195/3000 /kaggle/working/../input/vinbigdata/test/bc288b3d6a7c674d372b85133272b09a.png: 512x512 1 Aortic enlargement, 6 ILDs, 3 Infiltrations, 1 Lung Opacity, 4 Other lesions, 5 Pleural effusions, 8 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.410s)\r\n",
      "image 2196/3000 /kaggle/working/../input/vinbigdata/test/bc2d1001a5a4acb812b6a3b53337cb95.png: 512x512 1 Pleural effusion, 5 Pleural thickenings, Done. (1.513s)\r\n",
      "image 2197/3000 /kaggle/working/../input/vinbigdata/test/bc49943587ae2b5222a500b9a964d827.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.400s)\r\n",
      "image 2198/3000 /kaggle/working/../input/vinbigdata/test/bc4b495efde3de3353f1a7f250c46f61.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.425s)\r\n",
      "image 2199/3000 /kaggle/working/../input/vinbigdata/test/bc5d6b85baf1c2737efd005e66e1995d.png: 512x512 1 Pleural thickening, Done. (1.406s)\r\n",
      "image 2200/3000 /kaggle/working/../input/vinbigdata/test/bc783ccd6ff9cc50bbf3b4f5cdc7b147.png: 512x512 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.391s)\r\n",
      "image 2201/3000 /kaggle/working/../input/vinbigdata/test/bca5ec639700e1211d7a65117109992e.png: 512x512 2 Calcifications, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 7 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 1 Pneumothorax, 8 Pulmonary fibrosiss, Done. (1.415s)\r\n",
      "image 2202/3000 /kaggle/working/../input/vinbigdata/test/bcb4b44fea2b97470a3cb8534a082421.png: 512x512 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.425s)\r\n",
      "image 2203/3000 /kaggle/working/../input/vinbigdata/test/bcdeff957f94624ea168c2908ab41eaf.png: 512x512 1 Cardiomegaly, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.425s)\r\n",
      "image 2204/3000 /kaggle/working/../input/vinbigdata/test/bce6bcf6038371280f01a046751af32c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 3 Pleural thickenings, Done. (1.481s)\r\n",
      "image 2205/3000 /kaggle/working/../input/vinbigdata/test/bcf0466bfc6c67cd3b20194aa5df4d97.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.416s)\r\n",
      "image 2206/3000 /kaggle/working/../input/vinbigdata/test/bcf20ca8b53b8e36caeae0010d9f4657.png: 512x512 1 Consolidation, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.429s)\r\n",
      "image 2207/3000 /kaggle/working/../input/vinbigdata/test/bcf3c35b0f1ad4207e6fb9f46e8705e5.png: 512x512 5 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 3 ILDs, 1 Lung Opacity, 2 Pleural thickenings, Done. (1.440s)\r\n",
      "image 2208/3000 /kaggle/working/../input/vinbigdata/test/bd20f59b67212bfe34b7b144c09f1280.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.432s)\r\n",
      "image 2209/3000 /kaggle/working/../input/vinbigdata/test/bd27d79dffb6c8668a1e3da61e90a74f.png: 512x512 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.448s)\r\n",
      "image 2210/3000 /kaggle/working/../input/vinbigdata/test/bd47ad80d27388c806ee4575f39845a5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Lung Opacitys, 1 Other lesion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.443s)\r\n",
      "image 2211/3000 /kaggle/working/../input/vinbigdata/test/bd69cccb6dd89f9cf9b32f924fe69d2d.png: 512x512 3 Aortic enlargements, 3 Calcifications, 3 Cardiomegalys, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, Done. (1.841s)\r\n",
      "image 2212/3000 /kaggle/working/../input/vinbigdata/test/bd6d55f7df34a4347f106831229d0d18.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, Done. (1.442s)\r\n",
      "image 2213/3000 /kaggle/working/../input/vinbigdata/test/bd82db165ef94f385d9f023a42d181a5.png: 512x512 1 Cardiomegaly, 2 ILDs, 1 Infiltration, 1 Nodule/Mass, 1 Pulmonary fibrosis, Done. (1.393s)\r\n",
      "image 2214/3000 /kaggle/working/../input/vinbigdata/test/bdbd25ea1bf319c14bd215a4cc54a79a.png: 512x512 4 Aortic enlargements, 1 Atelectasis, 4 Calcifications, 1 Cardiomegaly, 8 ILDs, 3 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 8 Other lesions, 9 Pleural thickenings, 19 Pulmonary fibrosiss, Done. (1.934s)\r\n",
      "image 2215/3000 /kaggle/working/../input/vinbigdata/test/bdcb6465cb7a26e2708b2ef00eae27e7.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, Done. (1.424s)\r\n",
      "image 2216/3000 /kaggle/working/../input/vinbigdata/test/bdd762b3c87ea8261290c6f2825ddcf0.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 2217/3000 /kaggle/working/../input/vinbigdata/test/bdf39912dfbf595b96291c08833ba940.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.412s)\r\n",
      "image 2218/3000 /kaggle/working/../input/vinbigdata/test/bdf81a571d4164c54e1d57e870bab752.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 1 Nodule/Mass, 3 Other lesions, 2 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.471s)\r\n",
      "image 2219/3000 /kaggle/working/../input/vinbigdata/test/be16ae3b7ba6e3bdcfa6b262e819f78d.png: 512x512 1 Aortic enlargement, 1 Pleural thickening, Done. (1.414s)\r\n",
      "image 2220/3000 /kaggle/working/../input/vinbigdata/test/be39af57fa823e11f4559891d1d6ea1f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 5 Pleural thickenings, Done. (1.407s)\r\n",
      "image 2221/3000 /kaggle/working/../input/vinbigdata/test/be794e647d0f6f47a4cd21964c6f96e5.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.410s)\r\n",
      "image 2222/3000 /kaggle/working/../input/vinbigdata/test/beaf2c5dd03389619b306ba42e2467d3.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.438s)\r\n",
      "image 2223/3000 /kaggle/working/../input/vinbigdata/test/bebbc91bc41beeb5580968fb34b7c5e2.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Cardiomegalys, 2 Consolidations, 5 ILDs, 7 Infiltrations, 6 Lung Opacitys, 2 Nodule/Masss, 12 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.454s)\r\n",
      "image 2224/3000 /kaggle/working/../input/vinbigdata/test/bedde2f4c9096f6ebc1dc23508b05b6f.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 1 ILD, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.432s)\r\n",
      "image 2225/3000 /kaggle/working/../input/vinbigdata/test/bef145a9dd524d1afdb2394c953bb978.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Calcification, 6 ILDs, 4 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 4 Other lesions, 1 Pleural thickening, 8 Pulmonary fibrosiss, Done. (1.422s)\r\n",
      "image 2226/3000 /kaggle/working/../input/vinbigdata/test/bf529c2d05e73db33c61d0672d768ffe.png: 512x512 2 Aortic enlargements, 3 Pleural thickenings, Done. (1.429s)\r\n",
      "image 2227/3000 /kaggle/working/../input/vinbigdata/test/bf5674a53aa324a186a71c78c2810679.png: 512x512 2 Aortic enlargements, 4 ILDs, 2 Other lesions, 2 Pleural effusions, 3 Pleural thickenings, Done. (1.426s)\r\n",
      "image 2228/3000 /kaggle/working/../input/vinbigdata/test/bf5ba5b99fc00f8c786977623a50b8a6.png: 512x512 5 Aortic enlargements, 5 Calcifications, 2 Cardiomegalys, 2 Lung Opacitys, 3 Nodule/Masss, 7 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.406s)\r\n",
      "image 2229/3000 /kaggle/working/../input/vinbigdata/test/bf6fd03f1aec7297c29722cf210c16f6.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 3 Pleural effusions, 8 Pleural thickenings, Done. (1.404s)\r\n",
      "image 2230/3000 /kaggle/working/../input/vinbigdata/test/bf754344a692a87c08c480dccf75e0c6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 3 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 5 Pleural effusions, 10 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.419s)\r\n",
      "image 2231/3000 /kaggle/working/../input/vinbigdata/test/bf89d440d622cb288d209ac9b7d63a19.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.408s)\r\n",
      "image 2232/3000 /kaggle/working/../input/vinbigdata/test/bf8d52c878563a85c0a07857bfba0d58.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, Done. (1.612s)\r\n",
      "image 2233/3000 /kaggle/working/../input/vinbigdata/test/bfa46ba9d72fcf9033c02b65b5b82438.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 3 Nodule/Masss, 1 Other lesion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.791s)\r\n",
      "image 2234/3000 /kaggle/working/../input/vinbigdata/test/bfae73fca53a1656750ea6499bd98167.png: 512x512 1 Aortic enlargement, 3 ILDs, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.468s)\r\n",
      "image 2235/3000 /kaggle/working/../input/vinbigdata/test/bfc96c37612b42b22d20e825b588d94e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.973s)\r\n",
      "image 2236/3000 /kaggle/working/../input/vinbigdata/test/bfd1974dc9778aadb407a11b57ab748f.png: 512x512 4 Aortic enlargements, 1 Atelectasis, 2 Calcifications, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 6 Other lesions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.414s)\r\n",
      "image 2237/3000 /kaggle/working/../input/vinbigdata/test/bfdcd33a8d6f3a4c40ea46a733c323e9.png: 512x512 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.395s)\r\n",
      "image 2238/3000 /kaggle/working/../input/vinbigdata/test/c009c5428f102cd58e7679dedff33718.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.421s)\r\n",
      "image 2239/3000 /kaggle/working/../input/vinbigdata/test/c0347e6100231b22e4f5f80eb0e08613.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, Done. (1.426s)\r\n",
      "image 2240/3000 /kaggle/working/../input/vinbigdata/test/c047dfad0159ea8ea9d9bdba39e98a74.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.503s)\r\n",
      "image 2241/3000 /kaggle/working/../input/vinbigdata/test/c057d680cc5c76dc89f01c5945267508.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pleural thickening, Done. (1.414s)\r\n",
      "image 2242/3000 /kaggle/working/../input/vinbigdata/test/c063548352d80a5460f857b15ff472ec.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.402s)\r\n",
      "image 2243/3000 /kaggle/working/../input/vinbigdata/test/c06b82fd93dbc1cc113b779b69b1696a.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 Lung Opacity, 5 Nodule/Masss, 8 Other lesions, 1 Pleural thickening, Done. (1.416s)\r\n",
      "image 2244/3000 /kaggle/working/../input/vinbigdata/test/c07a2a2fae1462d1b0dc1bd308adf2d8.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (1.421s)\r\n",
      "image 2245/3000 /kaggle/working/../input/vinbigdata/test/c0a744921a7e56527df34fe1bd869f10.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 5 Lung Opacitys, 4 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.400s)\r\n",
      "image 2246/3000 /kaggle/working/../input/vinbigdata/test/c0de486a10d82d07710af756e7b5c6a4.png: 512x512 1 Other lesion, Done. (1.455s)\r\n",
      "image 2247/3000 /kaggle/working/../input/vinbigdata/test/c0f93c6eb04c2dc01ace95c784f73cd3.png: 512x512 1 Aortic enlargement, 2 Pleural effusions, 8 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.501s)\r\n",
      "image 2248/3000 /kaggle/working/../input/vinbigdata/test/c113a6afc94fc8b97464b31c9de085ab.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.420s)\r\n",
      "image 2249/3000 /kaggle/working/../input/vinbigdata/test/c132f3ce5f6d879d3b52768f42a6a92c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Other lesion, 1 Pleural effusion, 8 Pleural thickenings, Done. (1.421s)\r\n",
      "image 2250/3000 /kaggle/working/../input/vinbigdata/test/c16c47a1f9a2a3e3b5c85338ad2ff317.png: 512x512 3 Aortic enlargements, 1 Calcification, 3 Infiltrations, 5 Lung Opacitys, 3 Nodule/Masss, 9 Other lesions, 8 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.457s)\r\n",
      "image 2251/3000 /kaggle/working/../input/vinbigdata/test/c18ad9bd627d74fb2e47c7555ae8e0dd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.449s)\r\n",
      "image 2252/3000 /kaggle/working/../input/vinbigdata/test/c1922c6a2b899ac35298bf939bffff8c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 ILDs, 1 Infiltration, 3 Other lesions, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.435s)\r\n",
      "image 2253/3000 /kaggle/working/../input/vinbigdata/test/c1d8e02bc4d3b5e14672235659c061d3.png: 512x512 5 Pleural thickenings, Done. (1.450s)\r\n",
      "image 2254/3000 /kaggle/working/../input/vinbigdata/test/c1e7586283e0dccbc153dddd3dfc0ec1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 3 Lung Opacitys, 2 Other lesions, 3 Pleural effusions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (2.036s)\r\n",
      "image 2255/3000 /kaggle/working/../input/vinbigdata/test/c27681e26f9d36339d4ad1ae220ca69a.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 3 Other lesions, 1 Pleural thickening, Done. (1.455s)\r\n",
      "image 2256/3000 /kaggle/working/../input/vinbigdata/test/c278a13ede5fb3772438420b1fb6855e.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 4 Other lesions, 1 Pulmonary fibrosis, Done. (2.010s)\r\n",
      "image 2257/3000 /kaggle/working/../input/vinbigdata/test/c28e30456f3d1b1dda8a22f958b7aa96.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 3 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.469s)\r\n",
      "image 2258/3000 /kaggle/working/../input/vinbigdata/test/c2b303919b4fb1a317302c51de931d2c.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 2 Other lesions, Done. (1.434s)\r\n",
      "image 2259/3000 /kaggle/working/../input/vinbigdata/test/c2c1843b4ca2644b92d5387358dc8bc2.png: 512x512 5 Aortic enlargements, 1 Atelectasis, 1 Calcification, 2 Cardiomegalys, 1 Consolidation, 5 ILDs, 3 Infiltrations, 5 Lung Opacitys, 1 Nodule/Mass, 9 Other lesions, 1 Pleural effusion, 8 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.449s)\r\n",
      "image 2260/3000 /kaggle/working/../input/vinbigdata/test/c2e13e12172f1d2b7e4a8e784b4b16c8.png: 512x512 2 ILDs, 2 Infiltrations, 3 Lung Opacitys, 9 Other lesions, 5 Pleural effusions, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.452s)\r\n",
      "image 2261/3000 /kaggle/working/../input/vinbigdata/test/c309b6c9384427e3f85b3d339f72905c.png: 512x512 2 Aortic enlargements, 5 Calcifications, 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.503s)\r\n",
      "image 2262/3000 /kaggle/working/../input/vinbigdata/test/c31f6dca61b85d62c7ed381953ecf7a4.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 3 Pleural thickenings, Done. (1.442s)\r\n",
      "image 2263/3000 /kaggle/working/../input/vinbigdata/test/c323cc8b05ddefbf7a5b61d4d169b221.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.448s)\r\n",
      "image 2264/3000 /kaggle/working/../input/vinbigdata/test/c327595fc9f648b5deacf0dbf3c4533c.png: 512x512 1 Cardiomegaly, 3 Other lesions, 2 Pleural thickenings, Done. (1.457s)\r\n",
      "image 2265/3000 /kaggle/working/../input/vinbigdata/test/c32e57bf82f608263ecdd1a221a1ac37.png: 512x512 1 Aortic enlargement, 2 Pleural effusions, 6 Pleural thickenings, Done. (1.418s)\r\n",
      "image 2266/3000 /kaggle/working/../input/vinbigdata/test/c337eb2061afda32f9639e065cfcfa51.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.423s)\r\n",
      "image 2267/3000 /kaggle/working/../input/vinbigdata/test/c3456aa1383b2436b9e25a2e57c67f7e.png: 512x512 1 Atelectasis, 1 Consolidation, 1 Infiltration, 3 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.428s)\r\n",
      "image 2268/3000 /kaggle/working/../input/vinbigdata/test/c34ccf37fcb956312549d7a582f19788.png: 512x512 7 Aortic enlargements, 1 Calcification, 4 Cardiomegalys, 1 Lung Opacity, 2 Nodule/Masss, 4 Other lesions, Done. (1.424s)\r\n",
      "image 2269/3000 /kaggle/working/../input/vinbigdata/test/c359405507bb499761ca794c4951dd57.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Other lesions, 1 Pleural effusion, 8 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.529s)\r\n",
      "image 2270/3000 /kaggle/working/../input/vinbigdata/test/c374e62c67f8e7a4d460e37d56bfa852.png: 512x512 2 Pleural thickenings, Done. (1.418s)\r\n",
      "image 2271/3000 /kaggle/working/../input/vinbigdata/test/c377f3a25159c6cf5d48a346d522db65.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.431s)\r\n",
      "image 2272/3000 /kaggle/working/../input/vinbigdata/test/c390e5919988358ba2aaf0b7acd2c7b9.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Nodule/Mass, 1 Pleural effusion, 11 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.424s)\r\n",
      "image 2273/3000 /kaggle/working/../input/vinbigdata/test/c3ba79a8d1931b40cfb75ded4ec3027a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 4 ILDs, 2 Infiltrations, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.416s)\r\n",
      "image 2274/3000 /kaggle/working/../input/vinbigdata/test/c3f1d51f1ef2fcad77bf099d4e0e400d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 3 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 1 Pleural thickening, 9 Pulmonary fibrosiss, Done. (1.635s)\r\n",
      "image 2275/3000 /kaggle/working/../input/vinbigdata/test/c3f6c25774cd7a6190ce10f919087585.png: 512x512 6 Pleural thickenings, Done. (1.604s)\r\n",
      "image 2276/3000 /kaggle/working/../input/vinbigdata/test/c3f81b5f19dd0e3518026b662fad6ce9.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Other lesion, 6 Pleural thickenings, Done. (1.519s)\r\n",
      "image 2277/3000 /kaggle/working/../input/vinbigdata/test/c4232411727c2821c17c059a260427d9.png: 512x512 1 Aortic enlargement, 3 Other lesions, Done. (2.010s)\r\n",
      "image 2278/3000 /kaggle/working/../input/vinbigdata/test/c4311217936b89f9dbcc6fb57e00b40d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.432s)\r\n",
      "image 2279/3000 /kaggle/working/../input/vinbigdata/test/c433a34f8cf9c7b894a9d52c80678b0e.png: 512x512 1 Aortic enlargement, 2 Nodule/Masss, 4 Pleural thickenings, Done. (1.429s)\r\n",
      "image 2280/3000 /kaggle/working/../input/vinbigdata/test/c44019b20cfb91f016432acfd1ae267b.png: 512x512 1 Aortic enlargement, 1 ILD, 2 Pleural thickenings, Done. (1.416s)\r\n",
      "image 2281/3000 /kaggle/working/../input/vinbigdata/test/c4588ebcfb2b1a1fb509c168bcc8a5d2.png: 512x512 2 Aortic enlargements, 1 Lung Opacity, 1 Other lesion, 4 Pleural thickenings, Done. (1.434s)\r\n",
      "image 2282/3000 /kaggle/working/../input/vinbigdata/test/c470f50ba44e94bd97618c758c360557.png: 512x512 1 Aortic enlargement, 2 ILDs, 2 Other lesions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.417s)\r\n",
      "image 2283/3000 /kaggle/working/../input/vinbigdata/test/c48a586efcfc5197e89f9803c68fa0f3.png: 512x512 1 Calcification, 1 ILD, 2 Pleural thickenings, Done. (1.478s)\r\n",
      "image 2284/3000 /kaggle/working/../input/vinbigdata/test/c4abfcf085f2d42afc64670428c92695.png: 512x512 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.406s)\r\n",
      "image 2285/3000 /kaggle/working/../input/vinbigdata/test/c4b1d5911fa6db319174a4244d28c193.png: 512x512 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.423s)\r\n",
      "image 2286/3000 /kaggle/working/../input/vinbigdata/test/c4c30a5d7c71d6fe1c94d6be7084c5f3.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 5 ILDs, 1 Pleural thickening, Done. (1.450s)\r\n",
      "image 2287/3000 /kaggle/working/../input/vinbigdata/test/c4c6b6599a13c1c914b839f7a9f79540.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 2 ILDs, 3 Infiltrations, 2 Lung Opacitys, 3 Nodule/Masss, 10 Other lesions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.422s)\r\n",
      "image 2288/3000 /kaggle/working/../input/vinbigdata/test/c4ee0ef309fe9cda88a619df32e7f017.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.404s)\r\n",
      "image 2289/3000 /kaggle/working/../input/vinbigdata/test/c4f9d83040df630bb716bd84947d841e.png: 512x512 2 Consolidations, 2 ILDs, 6 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.405s)\r\n",
      "image 2290/3000 /kaggle/working/../input/vinbigdata/test/c4feb69f2503b9b8877e7eb4fff64606.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 2 Other lesions, Done. (1.408s)\r\n",
      "image 2291/3000 /kaggle/working/../input/vinbigdata/test/c5026a45c2acc85937d1f13c2638f97c.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 6 Pleural thickenings, Done. (1.480s)\r\n",
      "image 2292/3000 /kaggle/working/../input/vinbigdata/test/c507a510f4c6b6f210fb060d241c6d8a.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 2 Other lesions, 2 Pleural effusions, 6 Pleural thickenings, Done. (1.425s)\r\n",
      "image 2293/3000 /kaggle/working/../input/vinbigdata/test/c5275940f8aaa064bf37cbfcac5d3890.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 2294/3000 /kaggle/working/../input/vinbigdata/test/c52f84d7c7c66721ab0d01c181361fa5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.420s)\r\n",
      "image 2295/3000 /kaggle/working/../input/vinbigdata/test/c534d7f44cbfa9d8baab4ffeeb35f053.png: 512x512 1 Aortic enlargement, 5 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.482s)\r\n",
      "image 2296/3000 /kaggle/working/../input/vinbigdata/test/c5862a6925bc6ecf894a73710cdf6b79.png: 512x512 2 Aortic enlargements, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, Done. (1.862s)\r\n",
      "image 2297/3000 /kaggle/working/../input/vinbigdata/test/c58fac126b9ea21f2188b3c57dd3beed.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.406s)\r\n",
      "image 2298/3000 /kaggle/working/../input/vinbigdata/test/c599b8e1af4bf986d23b7c6d93cf62b2.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 1 Other lesion, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (2.019s)\r\n",
      "image 2299/3000 /kaggle/working/../input/vinbigdata/test/c5ce86ee4edfdeb82681625ce2c49111.png: 512x512 2 Aortic enlargements, 1 Consolidation, 1 ILD, 3 Infiltrations, 4 Lung Opacitys, 3 Nodule/Masss, 3 Other lesions, 4 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.445s)\r\n",
      "image 2300/3000 /kaggle/working/../input/vinbigdata/test/c60aa60b2857102c8e76d359bc848a14.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 7 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.416s)\r\n",
      "image 2301/3000 /kaggle/working/../input/vinbigdata/test/c60b8c80551ad7d90c91c3097deb160e.png: 512x512 1 Nodule/Mass, 1 Pleural effusion, 8 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.432s)\r\n",
      "image 2302/3000 /kaggle/working/../input/vinbigdata/test/c618cf8cf1bb38367cbe5a21a9fa56d7.png: 512x512 2 Aortic enlargements, 2 Nodule/Masss, 3 Other lesions, Done. (1.429s)\r\n",
      "image 2303/3000 /kaggle/working/../input/vinbigdata/test/c61f7e35aef4b38aa85063ffbe65218e.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 ILD, 1 Infiltration, 5 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 6 Pleural effusions, 13 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.404s)\r\n",
      "image 2304/3000 /kaggle/working/../input/vinbigdata/test/c642210a54ca331c2a1bdcf6fbb7eac7.png: 512x512 1 Aortic enlargement, 1 Infiltration, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.433s)\r\n",
      "image 2305/3000 /kaggle/working/../input/vinbigdata/test/c654ed5ce9230aa6abef4e46f43b622a.png: 512x512 4 Aortic enlargements, 4 Calcifications, 2 Cardiomegalys, 1 ILD, 2 Nodule/Masss, 9 Other lesions, 2 Pleural effusions, 1 Pleural thickening, 1 Pneumothorax, Done. (1.538s)\r\n",
      "image 2306/3000 /kaggle/working/../input/vinbigdata/test/c65d1bc01538c40e79d946c4d7a14347.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 2 Other lesions, 4 Pleural thickenings, Done. (1.440s)\r\n",
      "image 2307/3000 /kaggle/working/../input/vinbigdata/test/c65e513c66dd262ab0558ed9d1b7e5be.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.438s)\r\n",
      "image 2308/3000 /kaggle/working/../input/vinbigdata/test/c67911931c2b1daf694d97eb139a9807.png: 512x512 2 Aortic enlargements, 1 Calcification, 2 Consolidations, 2 Infiltrations, 3 Lung Opacitys, 4 Nodule/Masss, 4 Other lesions, 2 Pleural effusions, 1 Pleural thickening, 1 Pneumothorax, 1 Pulmonary fibrosis, Done. (1.475s)\r\n",
      "image 2309/3000 /kaggle/working/../input/vinbigdata/test/c6829051ecb281656c987fa2cfe5c706.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Cardiomegaly, 2 Consolidations, 2 Infiltrations, 11 Lung Opacitys, 3 Other lesions, 10 Pleural effusions, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 2310/3000 /kaggle/working/../input/vinbigdata/test/c69d1ce26c6b8f5eb5e6771363f5c12f.png: 512x512 6 Pleural thickenings, Done. (1.403s)\r\n",
      "image 2311/3000 /kaggle/working/../input/vinbigdata/test/c6c08255b1a5afe8864b9c5296fdabdc.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.418s)\r\n",
      "image 2312/3000 /kaggle/working/../input/vinbigdata/test/c6c7b52660b17c859e81f3e29a9290fd.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.416s)\r\n",
      "image 2313/3000 /kaggle/working/../input/vinbigdata/test/c6d180c86c53a79553a1773e9df1ca86.png: 512x512 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.462s)\r\n",
      "image 2314/3000 /kaggle/working/../input/vinbigdata/test/c6e3be1241543bb899417700ee878ccc.png: 512x512 2 Aortic enlargements, 1 Lung Opacity, 3 Other lesions, Done. (1.430s)\r\n",
      "image 2315/3000 /kaggle/working/../input/vinbigdata/test/c70a517fbbd3b5dee67d304ba3e81cd8.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.422s)\r\n",
      "image 2316/3000 /kaggle/working/../input/vinbigdata/test/c7179539654a1b3b7977e56e7e3009d5.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.425s)\r\n",
      "image 2317/3000 /kaggle/working/../input/vinbigdata/test/c71ec718a548aec5a16ff655d9bf9a04.png: 512x512 1 Cardiomegaly, Done. (1.983s)\r\n",
      "image 2318/3000 /kaggle/working/../input/vinbigdata/test/c724fb901723f7818d601846371e2f72.png: 512x512 3 Pleural thickenings, Done. (1.408s)\r\n",
      "image 2319/3000 /kaggle/working/../input/vinbigdata/test/c73fd15d048336d86409528136f7bf25.png: 512x512 1 Cardiomegaly, 1 Consolidation, 2 ILDs, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (2.080s)\r\n",
      "image 2320/3000 /kaggle/working/../input/vinbigdata/test/c74edc445d2186be8ad8cb8e57787e3e.png: 512x512 1 Aortic enlargement, 2 Calcifications, 3 ILDs, 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.410s)\r\n",
      "image 2321/3000 /kaggle/working/../input/vinbigdata/test/c7629472a268558926052733d25e66cc.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.427s)\r\n",
      "image 2322/3000 /kaggle/working/../input/vinbigdata/test/c76cc6842dd21b058883c74433af4df7.png: 512x512 1 Cardiomegaly, 1 Pleural thickening, Done. (1.428s)\r\n",
      "image 2323/3000 /kaggle/working/../input/vinbigdata/test/c76cf9daa7ac9cb5e2b839223a25e3e8.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Other lesions, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.425s)\r\n",
      "image 2324/3000 /kaggle/working/../input/vinbigdata/test/c78e3f7d26c9e4675005b46561c5a1d2.png: 512x512 2 ILDs, Done. (1.453s)\r\n",
      "image 2325/3000 /kaggle/working/../input/vinbigdata/test/c793051629f27947bcf1796ef849384c.png: 512x512 1 ILD, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.434s)\r\n",
      "image 2326/3000 /kaggle/working/../input/vinbigdata/test/c79ad7c6175224bae4c1c82473d2402f.png: 512x512 1 Other lesion, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.434s)\r\n",
      "image 2327/3000 /kaggle/working/../input/vinbigdata/test/c7a6447eb7bd68b642972660f26c0362.png: 512x512 1 Aortic enlargement, 1 ILD, 2 Infiltrations, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 2 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.501s)\r\n",
      "image 2328/3000 /kaggle/working/../input/vinbigdata/test/c7ce1b138108b73cd9a77c488b8b3e76.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.431s)\r\n",
      "image 2329/3000 /kaggle/working/../input/vinbigdata/test/c7d4b0c22945845851e2c248ac237da1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.415s)\r\n",
      "image 2330/3000 /kaggle/working/../input/vinbigdata/test/c7d5032adf1f4001b80e7fe7e3d593d7.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.433s)\r\n",
      "image 2331/3000 /kaggle/working/../input/vinbigdata/test/c7dc213cee369cf740c0587509f53562.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 3 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 1 Pulmonary fibrosis, Done. (1.417s)\r\n",
      "image 2332/3000 /kaggle/working/../input/vinbigdata/test/c7eadfded6a0724176ec35a2efb1d072.png: 512x512 1 Aortic enlargement, 2 ILDs, 1 Nodule/Mass, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.437s)\r\n",
      "image 2333/3000 /kaggle/working/../input/vinbigdata/test/c7f4c7182d606d08ab042eae595defa3.png: 512x512 1 Aortic enlargement, 1 Other lesion, 4 Pleural thickenings, Done. (1.483s)\r\n",
      "image 2334/3000 /kaggle/working/../input/vinbigdata/test/c810e34a7f10490d032f80b95037199f.png: 512x512 1 Aortic enlargement, 1 Calcification, 4 Pleural thickenings, Done. (1.570s)\r\n",
      "image 2335/3000 /kaggle/working/../input/vinbigdata/test/c826c6a366c7ff0a6a2b202e423b2353.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 5 Infiltrations, 5 Lung Opacitys, 11 Nodule/Masss, 4 Other lesions, 6 Pleural thickenings, 16 Pulmonary fibrosiss, Done. (1.505s)\r\n",
      "image 2336/3000 /kaggle/working/../input/vinbigdata/test/c833ff8336a9be7d5cd5510fa9e84c51.png: 512x512 4 ILDs, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, Done. (1.476s)\r\n",
      "image 2337/3000 /kaggle/working/../input/vinbigdata/test/c84c9afed6d26c87c30b76ae29ebd290.png: 512x512 1 Aortic enlargement, 2 Lung Opacitys, 3 Other lesions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.607s)\r\n",
      "image 2338/3000 /kaggle/working/../input/vinbigdata/test/c853d0d3a60feb1f9536b5f60f1009a9.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 6 Lung Opacitys, 2 Nodule/Masss, 8 Other lesions, 6 Pleural effusions, 10 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.873s)\r\n",
      "image 2339/3000 /kaggle/working/../input/vinbigdata/test/c85bd341e70f12a1653e6d3a48225e55.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 4 Other lesions, Done. (1.441s)\r\n",
      "image 2340/3000 /kaggle/working/../input/vinbigdata/test/c864a64d8f6dcb81ec48449aff0e706d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pulmonary fibrosis, Done. (2.044s)\r\n",
      "image 2341/3000 /kaggle/working/../input/vinbigdata/test/c8679fab8bbb201d145cebda1a332c57.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.519s)\r\n",
      "image 2342/3000 /kaggle/working/../input/vinbigdata/test/c8680038be7f9cdebf0ae0c522b67746.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Other lesions, 2 Pleural effusions, 4 Pleural thickenings, Done. (1.461s)\r\n",
      "image 2343/3000 /kaggle/working/../input/vinbigdata/test/c872af6db5f8dc838fcbbed78666bdd7.png: 512x512 1 Aortic enlargement, 1 Consolidation, 5 ILDs, 4 Infiltrations, 4 Lung Opacitys, 7 Nodule/Masss, 4 Other lesions, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.459s)\r\n",
      "image 2344/3000 /kaggle/working/../input/vinbigdata/test/c87a07a686bc8e8e528209a582d5043c.png: 512x512 1 Aortic enlargement, 2 Nodule/Masss, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.444s)\r\n",
      "image 2345/3000 /kaggle/working/../input/vinbigdata/test/c881718c7b12b311fdc898370fd74d53.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Pleural effusion, 1 Pleural thickening, Done. (1.466s)\r\n",
      "image 2346/3000 /kaggle/working/../input/vinbigdata/test/c8847b2915308c6a86e3a4872d3c4818.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Nodule/Mass, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.491s)\r\n",
      "image 2347/3000 /kaggle/working/../input/vinbigdata/test/c8af1a93bf0142d9f7f2e3394b2d8e08.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 2 Pleural thickenings, Done. (1.506s)\r\n",
      "image 2348/3000 /kaggle/working/../input/vinbigdata/test/c8b11df73b43cb08a60ffe48d4738297.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.533s)\r\n",
      "image 2349/3000 /kaggle/working/../input/vinbigdata/test/c8e81a94927978814fe54c325a4b1346.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 2 Lung Opacitys, 1 Other lesion, 4 Pleural thickenings, Done. (1.454s)\r\n",
      "image 2350/3000 /kaggle/working/../input/vinbigdata/test/c8fcdb8ff1a58c1c12d411271b003e3b.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.432s)\r\n",
      "image 2351/3000 /kaggle/working/../input/vinbigdata/test/c930c562e95eae49e336ab89df3094ab.png: 512x512 1 Consolidation, 1 ILD, 2 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 2 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 2352/3000 /kaggle/working/../input/vinbigdata/test/c93f821385bd67adda8a84155a5560e9.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.439s)\r\n",
      "image 2353/3000 /kaggle/working/../input/vinbigdata/test/c94dea3d697a01b6dc68b4a810830fa9.png: 512x512 1 Aortic enlargement, 5 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.717s)\r\n",
      "image 2354/3000 /kaggle/working/../input/vinbigdata/test/c9737f66509cc55924c6ffee7445c006.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Consolidation, 3 Infiltrations, 7 Lung Opacitys, 4 Nodule/Masss, 5 Other lesions, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.728s)\r\n",
      "image 2355/3000 /kaggle/working/../input/vinbigdata/test/c97e54a78bab9c05ce2e04fe6c284bcd.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, 5 Pleural thickenings, Done. (1.854s)\r\n",
      "image 2356/3000 /kaggle/working/../input/vinbigdata/test/c985abc53edc09b38a1370aa4ee8cecd.png: 512x512 1 ILD, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.713s)\r\n",
      "image 2357/3000 /kaggle/working/../input/vinbigdata/test/c98c588c3c92079057ce4aac44fe5cfa.png: 512x512 4 Aortic enlargements, 3 Calcifications, 1 Cardiomegaly, 3 ILDs, 2 Lung Opacitys, 2 Nodule/Masss, 9 Other lesions, 5 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (2.065s)\r\n",
      "image 2358/3000 /kaggle/working/../input/vinbigdata/test/c9c96c529b368b1a26c6cadc143c5aae.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 5 Pleural thickenings, Done. (1.922s)\r\n",
      "image 2359/3000 /kaggle/working/../input/vinbigdata/test/c9ded524aabc60309722651b535ab79a.png: 512x512 2 Aortic enlargements, 2 Pleural thickenings, Done. (1.633s)\r\n",
      "image 2360/3000 /kaggle/working/../input/vinbigdata/test/c9fbdd6dbbd3e5246b0184824f681e0f.png: 512x512 1 Aortic enlargement, 1 ILD, 3 Infiltrations, 4 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 16 Pleural thickenings, 16 Pulmonary fibrosiss, Done. (2.420s)\r\n",
      "image 2361/3000 /kaggle/working/../input/vinbigdata/test/ca0433a808e565762f1a70a861beda2f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.853s)\r\n",
      "image 2362/3000 /kaggle/working/../input/vinbigdata/test/ca06f0a42e10816d50258f5cd663414a.png: 512x512 1 Cardiomegaly, 1 ILD, 2 Other lesions, 1 Pleural thickening, Done. (2.012s)\r\n",
      "image 2363/3000 /kaggle/working/../input/vinbigdata/test/ca40cec6911dc19ae5a22ef7b474eea9.png: 512x512 4 Aortic enlargements, 3 Calcifications, 2 Cardiomegalys, 2 ILDs, 1 Nodule/Mass, 2 Other lesions, 2 Pleural thickenings, Done. (1.732s)\r\n",
      "image 2364/3000 /kaggle/working/../input/vinbigdata/test/ca5305844c45ccfa56bf83c4bcf8fa5a.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (1.553s)\r\n",
      "image 2365/3000 /kaggle/working/../input/vinbigdata/test/ca647ee01080d09ddf7855aa4a09a7a0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.432s)\r\n",
      "image 2366/3000 /kaggle/working/../input/vinbigdata/test/ca9717cffb655619ea3449fffabd024e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 1 Pleural thickening, Done. (1.420s)\r\n",
      "image 2367/3000 /kaggle/working/../input/vinbigdata/test/cabaca5197759010eda73ad3e3f372d2.png: 512x512 1 Aortic enlargement, 2 Pleural effusions, 6 Pleural thickenings, Done. (1.498s)\r\n",
      "image 2368/3000 /kaggle/working/../input/vinbigdata/test/cad4ad7a78acb352d36e1fb2db14c1d8.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, Done. (1.427s)\r\n",
      "image 2369/3000 /kaggle/working/../input/vinbigdata/test/cae5070a27b63070ecee61beafa2c8c4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, Done. (1.417s)\r\n",
      "image 2370/3000 /kaggle/working/../input/vinbigdata/test/caff7d83d7749c842bce12286d311164.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 3 Pleural thickenings, Done. (1.450s)\r\n",
      "image 2371/3000 /kaggle/working/../input/vinbigdata/test/cb0ab4b50a94ae805b052e56e18c7f43.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 Nodule/Masss, 2 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.432s)\r\n",
      "image 2372/3000 /kaggle/working/../input/vinbigdata/test/cb111309371ea73ddf6cb912755ce5f7.png: 512x512 1 ILD, 1 Other lesion, Done. (1.440s)\r\n",
      "image 2373/3000 /kaggle/working/../input/vinbigdata/test/cb1dc2b59f78abe4d2689f261d8e238c.png: 512x512 1 Aortic enlargement, 5 Pleural thickenings, Done. (1.470s)\r\n",
      "image 2374/3000 /kaggle/working/../input/vinbigdata/test/cb2d8fe8c739f18cc5c0155690e77319.png: 512x512 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.462s)\r\n",
      "image 2375/3000 /kaggle/working/../input/vinbigdata/test/cb322def72a6d1b8318ec954f5aba12a.png: 512x512 1 Nodule/Mass, 4 Pleural thickenings, Done. (1.462s)\r\n",
      "image 2376/3000 /kaggle/working/../input/vinbigdata/test/cb3b210015a31adab114493e1150eaf8.png: 512x512 1 Cardiomegaly, 3 Other lesions, 4 Pleural thickenings, Done. (1.474s)\r\n",
      "image 2377/3000 /kaggle/working/../input/vinbigdata/test/cb5a71f2ba8bcfe8d6f946fa49245c4b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Other lesions, Done. (1.906s)\r\n",
      "image 2378/3000 /kaggle/working/../input/vinbigdata/test/cb811fdb74fb4f7efafad55da5efb7e6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.422s)\r\n",
      "image 2379/3000 /kaggle/working/../input/vinbigdata/test/cb818f1c6930fae5045710b2f8f9647c.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 Other lesions, 1 Pleural effusion, 1 Pleural thickening, Done. (1.420s)\r\n",
      "image 2380/3000 /kaggle/working/../input/vinbigdata/test/cb8934ba47f04d30c7327ca23efce944.png: 512x512 1 ILD, 3 Nodule/Masss, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (2.010s)\r\n",
      "image 2381/3000 /kaggle/working/../input/vinbigdata/test/cb8fb8fcb4cc5eaa943063e6e318033a.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 Consolidations, 1 ILD, 4 Infiltrations, 6 Lung Opacitys, 4 Nodule/Masss, 5 Other lesions, 9 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.485s)\r\n",
      "image 2382/3000 /kaggle/working/../input/vinbigdata/test/cbce6cd210357376529475ec2a30f1b2.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.421s)\r\n",
      "image 2383/3000 /kaggle/working/../input/vinbigdata/test/cbd0a639798ad947081a059a87ca3e94.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Other lesions, 1 Pleural thickening, Done. (1.432s)\r\n",
      "image 2384/3000 /kaggle/working/../input/vinbigdata/test/cbefb01084be6c3ae418628c66cca996.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 2 Pleural thickenings, Done. (1.425s)\r\n",
      "image 2385/3000 /kaggle/working/../input/vinbigdata/test/cc0522c7e62e67cb9b26acede6e1d404.png: 512x512 1 Pleural effusion, 9 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.451s)\r\n",
      "image 2386/3000 /kaggle/working/../input/vinbigdata/test/cc1c7fa04d3806bfc02688bc3da0caa5.png: 512x512 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Pleural thickening, Done. (1.438s)\r\n",
      "image 2387/3000 /kaggle/working/../input/vinbigdata/test/cc3e3730a4f80e65697109c7e05a898b.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 ILD, 3 Other lesions, 1 Pleural effusion, Done. (1.443s)\r\n",
      "image 2388/3000 /kaggle/working/../input/vinbigdata/test/cc45b918922f7a10cd90b6f30e2f9580.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 2 Calcifications, 1 Cardiomegaly, 2 Consolidations, 1 ILD, 2 Infiltrations, 6 Lung Opacitys, 2 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 18 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.450s)\r\n",
      "image 2389/3000 /kaggle/working/../input/vinbigdata/test/cc52d987264b9fa0ce8a0debcbf435ee.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.518s)\r\n",
      "image 2390/3000 /kaggle/working/../input/vinbigdata/test/cc53f79260c8d490cbfbc3cd78fe8516.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 7 ILDs, 1 Infiltration, 2 Lung Opacitys, 4 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.446s)\r\n",
      "image 2391/3000 /kaggle/working/../input/vinbigdata/test/cc5503112f1ca892fee7fb0d1002a6f9.png: 512x512 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.460s)\r\n",
      "image 2392/3000 /kaggle/working/../input/vinbigdata/test/cc56549766a3a7acd001d5b0cf1342ce.png: 512x512 1 Calcification, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, Done. (1.474s)\r\n",
      "image 2393/3000 /kaggle/working/../input/vinbigdata/test/cc657609a4dcf498ea39a9586d7ae9b3.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 7 Pleural thickenings, 1 Pneumothorax, Done. (1.447s)\r\n",
      "image 2394/3000 /kaggle/working/../input/vinbigdata/test/cc9f70916dd600695bd5364312472249.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.460s)\r\n",
      "image 2395/3000 /kaggle/working/../input/vinbigdata/test/ccc7e89355254a0334fdd9b4c61d8402.png: 512x512 1 Aortic enlargement, 1 Calcification, 6 ILDs, 4 Infiltrations, 3 Lung Opacitys, 2 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.432s)\r\n",
      "image 2396/3000 /kaggle/working/../input/vinbigdata/test/cd18718ef1f66e1d753f3829f8e4ae82.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Lung Opacity, 2 Nodule/Masss, 1 Pleural thickening, Done. (1.486s)\r\n",
      "image 2397/3000 /kaggle/working/../input/vinbigdata/test/cd545e608ba6a194ea4a0c45c3c49980.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 3 Other lesions, 1 Pulmonary fibrosis, Done. (1.578s)\r\n",
      "image 2398/3000 /kaggle/working/../input/vinbigdata/test/cd65d44ae610dd001da9b33c3047b6c1.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Calcification, 5 Cardiomegalys, 5 Consolidations, 14 ILDs, 7 Infiltrations, 12 Lung Opacitys, 5 Nodule/Masss, 25 Other lesions, 6 Pleural effusions, 2 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.818s)\r\n",
      "image 2399/3000 /kaggle/working/../input/vinbigdata/test/cd71f2159930c939fc093fffb27cc615.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 1 Other lesion, 9 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.448s)\r\n",
      "image 2400/3000 /kaggle/working/../input/vinbigdata/test/cd74ffabbafebe43115d854373e1d75e.png: 512x512 1 Aortic enlargement, 5 Pleural thickenings, Done. (1.448s)\r\n",
      "image 2401/3000 /kaggle/working/../input/vinbigdata/test/cd8951119bb88588f134bbbc4a93ac0d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Pleural thickenings, Done. (2.082s)\r\n",
      "image 2402/3000 /kaggle/working/../input/vinbigdata/test/cd8b2bb9706366aeaa560d62d888d4c0.png: 512x512 1 Atelectasis, 1 Calcification, 2 Consolidations, 2 ILDs, 3 Lung Opacitys, 22 Other lesions, 4 Pleural effusions, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.451s)\r\n",
      "image 2403/3000 /kaggle/working/../input/vinbigdata/test/cd8e284f5176149d71416ca70f4246fa.png: 512x512 2 Aortic enlargements, 3 Atelectasiss, 1 Calcification, 1 Cardiomegaly, 4 Consolidations, 2 ILDs, 3 Infiltrations, 11 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 10 Pleural effusions, 15 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.524s)\r\n",
      "image 2404/3000 /kaggle/working/../input/vinbigdata/test/cd8e76e87737bb82336d752ec29d66ea.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.421s)\r\n",
      "image 2405/3000 /kaggle/working/../input/vinbigdata/test/cd907f4eff4c31b66d2feb2fa7185d36.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 ILD, 1 Nodule/Mass, 2 Other lesions, Done. (1.434s)\r\n",
      "image 2406/3000 /kaggle/working/../input/vinbigdata/test/cd9c4d04fa5cebf24886b4bdd7f0e7cd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.437s)\r\n",
      "image 2407/3000 /kaggle/working/../input/vinbigdata/test/cdb9c0046cc8f9e32fcafc5517000525.png: 512x512 1 Aortic enlargement, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 2 Other lesions, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.441s)\r\n",
      "image 2408/3000 /kaggle/working/../input/vinbigdata/test/cdcbad2105eba82efac5f8352636a4f5.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Other lesion, 2 Pleural effusions, 3 Pleural thickenings, Done. (1.423s)\r\n",
      "image 2409/3000 /kaggle/working/../input/vinbigdata/test/cdd5481fd9376b5e7828aec48799255a.png: 512x512 5 ILDs, 1 Infiltration, 1 Lung Opacity, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.439s)\r\n",
      "image 2410/3000 /kaggle/working/../input/vinbigdata/test/cde7402cebf0e691afe3220425b2782e.png: 512x512 1 Other lesion, 3 Pleural thickenings, Done. (1.485s)\r\n",
      "image 2411/3000 /kaggle/working/../input/vinbigdata/test/ce0b406c318471eb14c98f9acb081955.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.438s)\r\n",
      "image 2412/3000 /kaggle/working/../input/vinbigdata/test/ce5a5ce9eb9ca67da16e9c8677a056e4.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Consolidations, 1 ILD, 2 Infiltrations, 7 Lung Opacitys, 2 Other lesions, 6 Pleural effusions, 5 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.426s)\r\n",
      "image 2413/3000 /kaggle/working/../input/vinbigdata/test/ce6c330473a770c0ebaf622d7205d24f.png: 512x512 1 Atelectasis, 4 Consolidations, 2 ILDs, 4 Infiltrations, 6 Lung Opacitys, 8 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.452s)\r\n",
      "image 2414/3000 /kaggle/working/../input/vinbigdata/test/ceadbcb1ad16b3cb8e46f109013aafb1.png: 512x512 1 Cardiomegaly, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.440s)\r\n",
      "image 2415/3000 /kaggle/working/../input/vinbigdata/test/ceae9de35f06cd72dd7125b340970536.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.450s)\r\n",
      "image 2416/3000 /kaggle/working/../input/vinbigdata/test/cee65cff7342c464d3eeeaa26bde0b7e.png: 512x512 1 Aortic enlargement, 1 Calcification, 5 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.446s)\r\n",
      "image 2417/3000 /kaggle/working/../input/vinbigdata/test/ceec47e464c3dab60af04cd0a5122cf0.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 6 ILDs, 3 Infiltrations, 4 Lung Opacitys, 2 Nodule/Masss, 10 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 3 Pulmonary fibrosiss, Done. (1.471s)\r\n",
      "image 2418/3000 /kaggle/working/../input/vinbigdata/test/cf0a24839c64a550eddaf76fb31765e7.png: 512x512 1 ILD, 2 Pleural thickenings, Done. (1.948s)\r\n",
      "image 2419/3000 /kaggle/working/../input/vinbigdata/test/cf392dbe49a0cdbf85aa42adefe63d07.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.499s)\r\n",
      "image 2420/3000 /kaggle/working/../input/vinbigdata/test/cf46419b1583aff3e8ca76705dd5e584.png: 512x512 1 Aortic enlargement, 4 ILDs, 2 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 2 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.427s)\r\n",
      "image 2421/3000 /kaggle/working/../input/vinbigdata/test/cf4c3f5cd39bb00ca2b44a5254f1a311.png: 512x512 1 Aortic enlargement, 2 Nodule/Masss, 4 Other lesions, 2 Pleural thickenings, Done. (1.421s)\r\n",
      "image 2422/3000 /kaggle/working/../input/vinbigdata/test/cf53ffbeb2ef098612d71ea84d97ebc4.png: 512x512 1 Aortic enlargement, 3 Calcifications, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 3 Lung Opacitys, 2 Nodule/Masss, 12 Other lesions, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (2.011s)\r\n",
      "image 2423/3000 /kaggle/working/../input/vinbigdata/test/cf573857242379aa3223fcb9f342133f.png: 512x512 8 Pleural thickenings, Done. (1.424s)\r\n",
      "image 2424/3000 /kaggle/working/../input/vinbigdata/test/cfb23f265ba1ca551b0fbb8720e30e6d.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 2 Pleural effusions, 3 Pleural thickenings, Done. (1.533s)\r\n",
      "image 2425/3000 /kaggle/working/../input/vinbigdata/test/cfd7df4ee77fb61a28de0a7afaae81fd.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.470s)\r\n",
      "image 2426/3000 /kaggle/working/../input/vinbigdata/test/d01381128975c8bf4dbfd2bf79bd6de1.png: 512x512 2 Cardiomegalys, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 2 Pulmonary fibrosiss, Done. (1.468s)\r\n",
      "image 2427/3000 /kaggle/working/../input/vinbigdata/test/d01fbe2917243929e0ee234ae8cbad45.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 5 Other lesions, 3 Pleural effusions, 9 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.471s)\r\n",
      "image 2428/3000 /kaggle/working/../input/vinbigdata/test/d025e3d642cb20b297bb70aa06eb3447.png: 512x512 1 Cardiomegaly, 2 ILDs, 1 Pleural thickening, Done. (1.420s)\r\n",
      "image 2429/3000 /kaggle/working/../input/vinbigdata/test/d03bca40fd8aa7ad5940d73d00b1e95a.png: 512x512 2 Aortic enlargements, 4 Calcifications, 1 Cardiomegaly, 4 ILDs, 4 Nodule/Masss, 6 Other lesions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.431s)\r\n",
      "image 2430/3000 /kaggle/working/../input/vinbigdata/test/d04bd504fab26daa5be948c21870b757.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Pleural thickening, Done. (1.423s)\r\n",
      "image 2431/3000 /kaggle/working/../input/vinbigdata/test/d05829a2a79ab20326e3ddcd339a8baf.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Lung Opacity, 1 Pleural thickening, Done. (1.433s)\r\n",
      "image 2432/3000 /kaggle/working/../input/vinbigdata/test/d0615f853a7deeec90f8b1bf30269fcc.png: 512x512 2 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 3 ILDs, 2 Other lesions, 1 Pleural effusion, 1 Pleural thickening, Done. (1.502s)\r\n",
      "image 2433/3000 /kaggle/working/../input/vinbigdata/test/d06cddc18ffb530f46d3d1d3382dfbec.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 ILDs, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 3 Pleural thickenings, Done. (1.434s)\r\n",
      "image 2434/3000 /kaggle/working/../input/vinbigdata/test/d0715b16ff3a8071968d4f7adff9c339.png: 512x512 5 Aortic enlargements, 10 Calcifications, 3 Cardiomegalys, 1 Consolidation, 9 ILDs, 2 Infiltrations, 3 Lung Opacitys, 9 Nodule/Masss, 13 Other lesions, 5 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 2435/3000 /kaggle/working/../input/vinbigdata/test/d07616157133b7d8b55fc45ad08b357f.png: 512x512 3 Atelectasiss, 3 Calcifications, 1 Consolidation, 1 Infiltration, 4 Lung Opacitys, 4 Nodule/Masss, 10 Other lesions, 2 Pleural effusions, 9 Pleural thickenings, 2 Pneumothoraxs, 7 Pulmonary fibrosiss, Done. (1.421s)\r\n",
      "image 2436/3000 /kaggle/working/../input/vinbigdata/test/d09ec8573f5c237e56bbeae80f877f18.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 7 Pleural thickenings, Done. (1.455s)\r\n",
      "image 2437/3000 /kaggle/working/../input/vinbigdata/test/d0ab6e17c2e03b8b73a2358cfc50a963.png: 512x512 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, Done. (1.425s)\r\n",
      "image 2438/3000 /kaggle/working/../input/vinbigdata/test/d0bfd37d06799af3d1b8407ec5ae5ef4.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Cardiomegaly, 3 Consolidations, 5 ILDs, 4 Infiltrations, 6 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 4 Pleural effusions, 9 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.430s)\r\n",
      "image 2439/3000 /kaggle/working/../input/vinbigdata/test/d0ce010fd5c4d7c2b3f0d00b16449b1a.png: 512x512 1 Aortic enlargement, 7 ILDs, 3 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.805s)\r\n",
      "image 2440/3000 /kaggle/working/../input/vinbigdata/test/d0d2addff91ad7beb1d92126ff74d621.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, Done. (1.514s)\r\n",
      "image 2441/3000 /kaggle/working/../input/vinbigdata/test/d0d647dd59a4b1fb3ceb3aee3a09282a.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 1 Consolidation, 2 Infiltrations, 3 Lung Opacitys, 2 Nodule/Masss, 5 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.436s)\r\n",
      "image 2442/3000 /kaggle/working/../input/vinbigdata/test/d12e6816fa4914c7720aea3bf6f8d701.png: 512x512 1 Aortic enlargement, 2 ILDs, 1 Pleural effusion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.423s)\r\n",
      "image 2443/3000 /kaggle/working/../input/vinbigdata/test/d135d69679fd7976d2d6ec01bb167f9d.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 6 Pleural thickenings, Done. (2.004s)\r\n",
      "image 2444/3000 /kaggle/working/../input/vinbigdata/test/d13bf4a8562ff31f7795eb40efa41cc8.png: 512x512 1 Aortic enlargement, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.417s)\r\n",
      "image 2445/3000 /kaggle/working/../input/vinbigdata/test/d1513313aac44e0ee8a2372ac2a72923.png: 512x512 1 Aortic enlargement, 3 Calcifications, 1 Cardiomegaly, 1 Lung Opacity, 3 Other lesions, 1 Pleural thickening, 5 Pulmonary fibrosiss, Done. (1.394s)\r\n",
      "image 2446/3000 /kaggle/working/../input/vinbigdata/test/d154ed5ece3a6da5cadf6658a7076cc7.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.467s)\r\n",
      "image 2447/3000 /kaggle/working/../input/vinbigdata/test/d1852a0901c72a80c92083d82d764466.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 4 ILDs, 7 Infiltrations, 7 Lung Opacitys, 7 Nodule/Masss, 8 Other lesions, 1 Pleural effusion, 12 Pleural thickenings, 33 Pulmonary fibrosiss, Done. (1.427s)\r\n",
      "image 2448/3000 /kaggle/working/../input/vinbigdata/test/d19e1c13fb8bf4a55c6726e4114957f4.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 ILD, 2 Infiltrations, 2 Lung Opacitys, 2 Other lesions, 8 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.389s)\r\n",
      "image 2449/3000 /kaggle/working/../input/vinbigdata/test/d1a36615c86adaaef3b2da10ddcd19e9.png: 512x512 Done. (1.423s)\r\n",
      "image 2450/3000 /kaggle/working/../input/vinbigdata/test/d1d3e01540ce1a7823136b20e98719d9.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Pleural thickenings, Done. (1.415s)\r\n",
      "image 2451/3000 /kaggle/working/../input/vinbigdata/test/d1e34fe038f6601b7d2429236d874f52.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 4 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.418s)\r\n",
      "image 2452/3000 /kaggle/working/../input/vinbigdata/test/d20d53b2d8f22484d5944d92c914c72b.png: 512x512 6 Aortic enlargements, 1 Atelectasis, 2 Calcifications, 3 Cardiomegalys, 1 Consolidation, 3 ILDs, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 1 Pneumothorax, 1 Pulmonary fibrosis, Done. (1.444s)\r\n",
      "image 2453/3000 /kaggle/working/../input/vinbigdata/test/d21b756f5ab5cdb2b8e54fb8f4c3e3d0.png: 512x512 2 Aortic enlargements, 1 Consolidation, 1 Lung Opacity, 2 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.434s)\r\n",
      "image 2454/3000 /kaggle/working/../input/vinbigdata/test/d2219603fc6867da8ce997d645e8d835.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 ILD, 1 Other lesion, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.485s)\r\n",
      "image 2455/3000 /kaggle/working/../input/vinbigdata/test/d2237da4e95c5f126e951a849e27432e.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 7 Nodule/Masss, 6 Other lesions, 2 Pleural effusions, 7 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.434s)\r\n",
      "image 2456/3000 /kaggle/working/../input/vinbigdata/test/d225a781a397ab58fbd6b09296aeadad.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Nodule/Mass, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.442s)\r\n",
      "image 2457/3000 /kaggle/working/../input/vinbigdata/test/d242d48dd1067b27d7d13b0f7ce02640.png: 512x512 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.403s)\r\n",
      "image 2458/3000 /kaggle/working/../input/vinbigdata/test/d264fcaa182ae4474c3b8f9b63fa1e99.png: 512x512 1 Aortic enlargement, 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.415s)\r\n",
      "image 2459/3000 /kaggle/working/../input/vinbigdata/test/d284e83f3baf1f572284e30999dc013c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.407s)\r\n",
      "image 2460/3000 /kaggle/working/../input/vinbigdata/test/d2993271d0a49d1d821db1174861629a.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 5 Consolidations, 1 ILD, 4 Infiltrations, 5 Lung Opacitys, 3 Nodule/Masss, 1 Pleural effusion, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.537s)\r\n",
      "image 2461/3000 /kaggle/working/../input/vinbigdata/test/d2baf8c1bd359c4e7084134ab6fa92a9.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, Done. (1.817s)\r\n",
      "image 2462/3000 /kaggle/working/../input/vinbigdata/test/d2d074d49c5ee6b469006f259f98773f.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.426s)\r\n",
      "image 2463/3000 /kaggle/working/../input/vinbigdata/test/d2d863a4266ae007200c89adc5cc4e39.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Calcification, 2 Consolidations, 2 Infiltrations, 5 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 6 Pleural effusions, 7 Pleural thickenings, 1 Pneumothorax, 6 Pulmonary fibrosiss, Done. (1.429s)\r\n",
      "image 2464/3000 /kaggle/working/../input/vinbigdata/test/d2dbf0f7d587a2e9cf11afe263b0289f.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 5 Pleural thickenings, Done. (2.036s)\r\n",
      "image 2465/3000 /kaggle/working/../input/vinbigdata/test/d2e77def0302c94f744079974be9bc53.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, Done. (1.406s)\r\n",
      "image 2466/3000 /kaggle/working/../input/vinbigdata/test/d2e7c65281972947f30c8d461eca2e99.png: 512x512 1 Cardiomegaly, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.412s)\r\n",
      "image 2467/3000 /kaggle/working/../input/vinbigdata/test/d2f3d507053aedba58e585522d42fe7c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 1 Pleural effusion, 10 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.416s)\r\n",
      "image 2468/3000 /kaggle/working/../input/vinbigdata/test/d2f46e1af0a1d93e1f8ec92633f1df86.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, Done. (1.489s)\r\n",
      "image 2469/3000 /kaggle/working/../input/vinbigdata/test/d313fbe8aadc6ef9909be6f80f655f8e.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.435s)\r\n",
      "image 2470/3000 /kaggle/working/../input/vinbigdata/test/d32a4152c2e7b4d6e658ec58fbeea760.png: 512x512 1 Nodule/Mass, Done. (1.409s)\r\n",
      "image 2471/3000 /kaggle/working/../input/vinbigdata/test/d32de0af32631052017592ebaaa11ce6.png: 512x512 1 Aortic enlargement, 8 Atelectasiss, 1 Cardiomegaly, 13 Consolidations, 4 ILDs, 5 Infiltrations, 16 Lung Opacitys, 5 Nodule/Masss, 5 Other lesions, 9 Pleural effusions, 13 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.437s)\r\n",
      "image 2472/3000 /kaggle/working/../input/vinbigdata/test/d3402dc78261931dde321771b5319d91.png: 512x512 1 Aortic enlargement, 2 Calcifications, 4 ILDs, 3 Infiltrations, 1 Lung Opacity, 2 Nodule/Masss, 3 Other lesions, 2 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.434s)\r\n",
      "image 2473/3000 /kaggle/working/../input/vinbigdata/test/d343221fe29d689f6d6e5b1501774ee4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.426s)\r\n",
      "image 2474/3000 /kaggle/working/../input/vinbigdata/test/d34d18bce5f34f7619d08d5caf1ceccc.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 1 Other lesion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.439s)\r\n",
      "image 2475/3000 /kaggle/working/../input/vinbigdata/test/d34da221bea7cfffada59e3b7e47b05d.png: 512x512 1 Nodule/Mass, 1 Other lesion, 2 Pleural effusions, 4 Pleural thickenings, Done. (1.510s)\r\n",
      "image 2476/3000 /kaggle/working/../input/vinbigdata/test/d3697ddfca205604feb39867a9858ffc.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Nodule/Mass, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.414s)\r\n",
      "image 2477/3000 /kaggle/working/../input/vinbigdata/test/d387a31018cd8b772bbd64d35d2f5a24.png: 512x512 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.414s)\r\n",
      "image 2478/3000 /kaggle/working/../input/vinbigdata/test/d3aa566318310e1132a19b28151a4007.png: 512x512 1 Aortic enlargement, 1 Calcification, 4 Nodule/Masss, 3 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, Done. (1.427s)\r\n",
      "image 2479/3000 /kaggle/working/../input/vinbigdata/test/d3b0cb27deaf4744187429110a1ada88.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 4 Pleural thickenings, Done. (1.430s)\r\n",
      "image 2480/3000 /kaggle/working/../input/vinbigdata/test/d3f880d5db30b4178dd5ab083156c67a.png: 512x512 1 Calcification, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 2 Pulmonary fibrosiss, Done. (1.429s)\r\n",
      "image 2481/3000 /kaggle/working/../input/vinbigdata/test/d41d8830d84bbbbce9584a341d0bf2e5.png: 512x512 1 Lung Opacity, 1 Nodule/Mass, 1 Pleural thickening, Done. (1.531s)\r\n",
      "image 2482/3000 /kaggle/working/../input/vinbigdata/test/d43df1abdb9859d5ba04dee128f1c803.png: 512x512 1 Aortic enlargement, 2 Calcifications, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 5 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.799s)\r\n",
      "image 2483/3000 /kaggle/working/../input/vinbigdata/test/d442b46f858afa0bbc87e0fd6a88bbb4.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Other lesion, 3 Pleural thickenings, Done. (1.485s)\r\n",
      "image 2484/3000 /kaggle/working/../input/vinbigdata/test/d44a11b83926a73c7082de7f3874b04c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.439s)\r\n",
      "image 2485/3000 /kaggle/working/../input/vinbigdata/test/d44bdbad1399ee98febd7336ef8f1de4.png: 512x512 1 ILD, 2 Nodule/Masss, 1 Pleural effusion, 5 Pleural thickenings, Done. (2.041s)\r\n",
      "image 2486/3000 /kaggle/working/../input/vinbigdata/test/d48c93c98a043291f28ae47c9be3b2e4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Nodule/Mass, 5 Pleural thickenings, Done. (1.420s)\r\n",
      "image 2487/3000 /kaggle/working/../input/vinbigdata/test/d49b0726f2ed9bc21fc5e7beeca51013.png: 512x512 1 Aortic enlargement, 1 Other lesion, 2 Pleural effusions, 2 Pleural thickenings, Done. (1.422s)\r\n",
      "image 2488/3000 /kaggle/working/../input/vinbigdata/test/d49baee1abbde153ef985a0091d603f8.png: 512x512 2 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.430s)\r\n",
      "image 2489/3000 /kaggle/working/../input/vinbigdata/test/d49e92ae76d99be46e09d76b90a2a35d.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 1 Pleural thickening, Done. (1.424s)\r\n",
      "image 2490/3000 /kaggle/working/../input/vinbigdata/test/d4bc86d676c3f95f45b75a0885c022d2.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.543s)\r\n",
      "image 2491/3000 /kaggle/working/../input/vinbigdata/test/d4d816a8ea92b3b6fedb47cb10540888.png: 512x512 2 Aortic enlargements, 1 ILD, 1 Nodule/Mass, 5 Pleural thickenings, Done. (1.461s)\r\n",
      "image 2492/3000 /kaggle/working/../input/vinbigdata/test/d4e2f8980bf6bdf4b5e16068fde2d86e.png: 512x512 1 Aortic enlargement, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.454s)\r\n",
      "image 2493/3000 /kaggle/working/../input/vinbigdata/test/d4ef228d7d297b572a2049a75d3c9d26.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 3 Lung Opacitys, 1 Nodule/Mass, 10 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.425s)\r\n",
      "image 2494/3000 /kaggle/working/../input/vinbigdata/test/d505378e162ec9099017c7ff6d35b812.png: 512x512 1 Lung Opacity, 2 Other lesions, 4 Pleural thickenings, Done. (1.445s)\r\n",
      "image 2495/3000 /kaggle/working/../input/vinbigdata/test/d512f7d29b98de13e6607c82ca5e2614.png: 512x512 1 Other lesion, 1 Pleural thickening, Done. (1.435s)\r\n",
      "image 2496/3000 /kaggle/working/../input/vinbigdata/test/d523d9a02febab7fd910c61e0ad00480.png: 512x512 1 Atelectasis, 1 Consolidation, 3 Infiltrations, 3 Lung Opacitys, 3 Other lesions, 5 Pleural effusions, 9 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.425s)\r\n",
      "image 2497/3000 /kaggle/working/../input/vinbigdata/test/d5929a39b7527fc0e78f80b8a15f3a0f.png: 512x512 1 Aortic enlargement, 3 Calcifications, 1 Cardiomegaly, 1 ILD, 4 Infiltrations, 5 Lung Opacitys, 10 Nodule/Masss, 4 Other lesions, 9 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.482s)\r\n",
      "image 2498/3000 /kaggle/working/../input/vinbigdata/test/d5bce42a9f926d6fd3b968164bab99b2.png: 512x512 1 Aortic enlargement, 3 Calcifications, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.424s)\r\n",
      "image 2499/3000 /kaggle/working/../input/vinbigdata/test/d5d13d7d803507aed653e01a183e0089.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.417s)\r\n",
      "image 2500/3000 /kaggle/working/../input/vinbigdata/test/d5d43ffa4e64e63ccd92c40397d6b48b.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, Done. (1.429s)\r\n",
      "image 2501/3000 /kaggle/working/../input/vinbigdata/test/d5eb588f1db4fb6f311885be0a4aa6d3.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.436s)\r\n",
      "image 2502/3000 /kaggle/working/../input/vinbigdata/test/d62af23bce04158a811760245247521f.png: 512x512 3 Atelectasiss, 2 Calcifications, 3 Consolidations, 3 Infiltrations, 5 Lung Opacitys, 2 Other lesions, 1 Pleural effusion, 8 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.491s)\r\n",
      "image 2503/3000 /kaggle/working/../input/vinbigdata/test/d63906e598ca29e9041fd8db589c61b1.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 Consolidations, 2 ILDs, 7 Infiltrations, 11 Lung Opacitys, 5 Nodule/Masss, 10 Other lesions, 5 Pleural effusions, 10 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.888s)\r\n",
      "image 2504/3000 /kaggle/working/../input/vinbigdata/test/d65bd4d5a6fae0e0f6833e1a7dd48399.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 5 ILDs, 2 Infiltrations, 3 Other lesions, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.521s)\r\n",
      "image 2505/3000 /kaggle/working/../input/vinbigdata/test/d6678cb7ae39f575d35ab9da6d7cb171.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 1 Other lesion, 5 Pleural thickenings, Done. (1.438s)\r\n",
      "image 2506/3000 /kaggle/working/../input/vinbigdata/test/d668f847d1fbfef0784961b91ad913bd.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, Done. (1.838s)\r\n",
      "image 2507/3000 /kaggle/working/../input/vinbigdata/test/d6a95ce76b332e2dc92d20c886f3e7b6.png: 512x512 9 Atelectasiss, 1 Calcification, 2 Cardiomegalys, 12 Consolidations, 2 ILDs, 9 Infiltrations, 14 Lung Opacitys, 7 Nodule/Masss, 9 Other lesions, 13 Pleural effusions, 9 Pleural thickenings, 3 Pneumothoraxs, 7 Pulmonary fibrosiss, Done. (1.449s)\r\n",
      "image 2508/3000 /kaggle/working/../input/vinbigdata/test/d6ac4b653b357bcebaff24830d8423cb.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 5 ILDs, 1 Infiltration, 1 Nodule/Mass, 2 Other lesions, Done. (1.473s)\r\n",
      "image 2509/3000 /kaggle/working/../input/vinbigdata/test/d6c13c6bf7b72af84808603f82289b95.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.470s)\r\n",
      "image 2510/3000 /kaggle/working/../input/vinbigdata/test/d709c132746f0409128eaa1c87a9a274.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 1 Lung Opacity, 3 Nodule/Masss, 2 Other lesions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.472s)\r\n",
      "image 2511/3000 /kaggle/working/../input/vinbigdata/test/d70f75311a5e09f9c97c5aedf915f313.png: 512x512 4 Pleural thickenings, Done. (1.537s)\r\n",
      "image 2512/3000 /kaggle/working/../input/vinbigdata/test/d73ac8ac7583749110d2e218e9456c49.png: 512x512 1 Calcification, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.448s)\r\n",
      "image 2513/3000 /kaggle/working/../input/vinbigdata/test/d7494cea30e4fa1e4b4ebd0ecc6e03e5.png: 512x512 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.442s)\r\n",
      "image 2514/3000 /kaggle/working/../input/vinbigdata/test/d75a718e64f556d92fada391278ac5f3.png: 512x512 1 Pleural thickening, Done. (1.433s)\r\n",
      "image 2515/3000 /kaggle/working/../input/vinbigdata/test/d76a0128b3bd173cec3958c31feddac7.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 ILDs, 3 Other lesions, 1 Pulmonary fibrosis, Done. (1.480s)\r\n",
      "image 2516/3000 /kaggle/working/../input/vinbigdata/test/d7a747c3bd660fdb17d07d68c293ada9.png: 512x512 2 ILDs, 1 Other lesion, 4 Pulmonary fibrosiss, Done. (1.429s)\r\n",
      "image 2517/3000 /kaggle/working/../input/vinbigdata/test/d7c8f7be70272a97de03db9f7a3cd6ca.png: 512x512 1 Consolidation, 2 ILDs, 3 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 4 Pulmonary fibrosiss, Done. (1.457s)\r\n",
      "image 2518/3000 /kaggle/working/../input/vinbigdata/test/d7e050bc044ea3aeafdbaa3994dc066d.png: 512x512 1 ILD, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.442s)\r\n",
      "image 2519/3000 /kaggle/working/../input/vinbigdata/test/d7fc2b6c5cf6a46da19d00c61886c37d.png: 512x512 3 Pleural thickenings, Done. (1.527s)\r\n",
      "image 2520/3000 /kaggle/working/../input/vinbigdata/test/d800be728a73341ba74459a533474fdc.png: 512x512 4 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 1 Lung Opacity, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.436s)\r\n",
      "image 2521/3000 /kaggle/working/../input/vinbigdata/test/d8193f867f5fbf171e47c2bf35a88ce3.png: 512x512 2 Aortic enlargements, 4 Calcifications, 1 Cardiomegaly, 1 ILD, 3 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 5 Pulmonary fibrosiss, Done. (1.468s)\r\n",
      "image 2522/3000 /kaggle/working/../input/vinbigdata/test/d8583ad95a7d51980a2279b7d8c840e4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 ILDs, 1 Infiltration, 1 Other lesion, 3 Pleural thickenings, Done. (1.452s)\r\n",
      "image 2523/3000 /kaggle/working/../input/vinbigdata/test/d8593a556bb7da12e839e6e374e35fa2.png: 512x512 1 ILD, 9 Pleural effusions, 7 Pleural thickenings, Done. (1.642s)\r\n",
      "image 2524/3000 /kaggle/working/../input/vinbigdata/test/d870570354a036a5532ade79579261b9.png: 512x512 1 Aortic enlargement, 2 Calcifications, 2 Cardiomegalys, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.734s)\r\n",
      "image 2525/3000 /kaggle/working/../input/vinbigdata/test/d87c148da020cba87422b84f96e40c97.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 6 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.450s)\r\n",
      "image 2526/3000 /kaggle/working/../input/vinbigdata/test/d8a40adfa4733b1f588859d6b59efaba.png: 512x512 4 Aortic enlargements, 4 Calcifications, 2 Cardiomegalys, 3 ILDs, 4 Nodule/Masss, 3 Other lesions, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.502s)\r\n",
      "image 2527/3000 /kaggle/working/../input/vinbigdata/test/d922cc7124ae504b4e53b8d016c25cca.png: 512x512 2 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, Done. (2.074s)\r\n",
      "image 2528/3000 /kaggle/working/../input/vinbigdata/test/d93e4837090b8e5f541d65249ec85dff.png: 512x512 1 Other lesion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.423s)\r\n",
      "image 2529/3000 /kaggle/working/../input/vinbigdata/test/d95c839261d7802cf256a5b134796144.png: 512x512 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, Done. (1.448s)\r\n",
      "image 2530/3000 /kaggle/working/../input/vinbigdata/test/d95fd17a9f0a86d64161e03a8473ff49.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 7 Pleural thickenings, Done. (1.434s)\r\n",
      "image 2531/3000 /kaggle/working/../input/vinbigdata/test/d960415b14e778e388972a25ce3cd70d.png: 512x512 1 Aortic enlargement, 1 Infiltration, 3 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.442s)\r\n",
      "image 2532/3000 /kaggle/working/../input/vinbigdata/test/d970e435e12ad66711d0d93f4b3ab21d.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.428s)\r\n",
      "image 2533/3000 /kaggle/working/../input/vinbigdata/test/d99cb848aa26cad3f4178bda906edad3.png: 512x512 2 Pleural thickenings, Done. (1.493s)\r\n",
      "image 2534/3000 /kaggle/working/../input/vinbigdata/test/d9b150bb7eb1476c685a8c147016c0ac.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 1 Calcification, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 3 Other lesions, 3 Pleural effusions, 8 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.452s)\r\n",
      "image 2535/3000 /kaggle/working/../input/vinbigdata/test/d9d633380b509d039d3c60a76ca308ed.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.447s)\r\n",
      "image 2536/3000 /kaggle/working/../input/vinbigdata/test/d9faf4c7eef34ef10e7ad98d1780cd9e.png: 512x512 1 Aortic enlargement, 3 ILDs, Done. (1.410s)\r\n",
      "image 2537/3000 /kaggle/working/../input/vinbigdata/test/da01eec65d8c0cd330612b514627c6cb.png: 512x512 1 Aortic enlargement, Done. (1.412s)\r\n",
      "image 2538/3000 /kaggle/working/../input/vinbigdata/test/da090966e9bb8387c3992b2ef31d4423.png: 512x512 1 Cardiomegaly, 1 Consolidation, 1 Lung Opacity, 2 Other lesions, 1 Pleural thickening, Done. (1.421s)\r\n",
      "image 2539/3000 /kaggle/working/../input/vinbigdata/test/da35978a37f990de5a0d68b1e9399e9e.png: 512x512 4 Aortic enlargements, 4 Cardiomegalys, 2 ILDs, 1 Other lesion, Done. (1.450s)\r\n",
      "image 2540/3000 /kaggle/working/../input/vinbigdata/test/da4481593caa5fc2a1a7a7de90058720.png: 512x512 1 Other lesion, 1 Pleural thickening, Done. (1.501s)\r\n",
      "image 2541/3000 /kaggle/working/../input/vinbigdata/test/da48002e9656b3ae99cf7cad5fef4d33.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 1 Other lesion, Done. (1.453s)\r\n",
      "image 2542/3000 /kaggle/working/../input/vinbigdata/test/da7cdc23c69b13c2677e7bf8de1a06e7.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Calcifications, 1 Cardiomegaly, 4 ILDs, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.437s)\r\n",
      "image 2543/3000 /kaggle/working/../input/vinbigdata/test/da89d223c87e21b2a7d4a1930541177c.png: 512x512 1 Cardiomegaly, 1 Other lesion, Done. (1.468s)\r\n",
      "image 2544/3000 /kaggle/working/../input/vinbigdata/test/da9d4494e91eedba860f6ad44139a591.png: 512x512 1 Aortic enlargement, 1 Other lesion, Done. (1.811s)\r\n",
      "image 2545/3000 /kaggle/working/../input/vinbigdata/test/daac34be8b6ca54b0ab1be81733c0d34.png: 512x512 2 Aortic enlargements, 3 Atelectasiss, 6 Calcifications, 1 Cardiomegaly, 3 Consolidations, 3 ILDs, 6 Infiltrations, 7 Lung Opacitys, 5 Nodule/Masss, 5 Other lesions, 13 Pleural effusions, 18 Pleural thickenings, 6 Pneumothoraxs, 21 Pulmonary fibrosiss, Done. (1.582s)\r\n",
      "image 2546/3000 /kaggle/working/../input/vinbigdata/test/dad0ade8390ad4e53a98a69bf94ea288.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.513s)\r\n",
      "image 2547/3000 /kaggle/working/../input/vinbigdata/test/dae4ebcbbfa68430713520a26a19343c.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.525s)\r\n",
      "image 2548/3000 /kaggle/working/../input/vinbigdata/test/db01060306d1f3eb3ea7c1beb8be6edf.png: 512x512 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, Done. (2.082s)\r\n",
      "image 2549/3000 /kaggle/working/../input/vinbigdata/test/db050c843cfa1c40c2336f5628cebbbf.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 3 Calcifications, 3 Cardiomegalys, 24 Other lesions, 3 Pleural effusions, 7 Pleural thickenings, 2 Pneumothoraxs, 11 Pulmonary fibrosiss, Done. (1.446s)\r\n",
      "image 2550/3000 /kaggle/working/../input/vinbigdata/test/db33c9ee0173a3be32fcd0bc781b161f.png: 512x512 1 Aortic enlargement, 1 Calcification, 4 Infiltrations, 3 Lung Opacitys, 4 Nodule/Masss, 4 Other lesions, 2 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.450s)\r\n",
      "image 2551/3000 /kaggle/working/../input/vinbigdata/test/db5b376b80f23ff48277d11b6450eaad.png: 512x512 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.441s)\r\n",
      "image 2552/3000 /kaggle/working/../input/vinbigdata/test/db7d9dd61d0814dce97bd87abc05bba1.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 3 Consolidations, 3 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 2 Pleural effusions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.430s)\r\n",
      "image 2553/3000 /kaggle/working/../input/vinbigdata/test/db82227084e1bb62ae1b82c16b71f819.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Infiltrations, 2 Lung Opacitys, 2 Other lesions, Done. (1.424s)\r\n",
      "image 2554/3000 /kaggle/working/../input/vinbigdata/test/dba57a290feab2befedbd92212a87e5d.png: 512x512 2 Other lesions, Done. (1.499s)\r\n",
      "image 2555/3000 /kaggle/working/../input/vinbigdata/test/dba84e829f62c1272584f758b2204aa3.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, Done. (1.431s)\r\n",
      "image 2556/3000 /kaggle/working/../input/vinbigdata/test/dbc51fb3223bace177f22521c166a830.png: 512x512 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 1 Pleural thickening, 5 Pulmonary fibrosiss, Done. (1.460s)\r\n",
      "image 2557/3000 /kaggle/working/../input/vinbigdata/test/dbd35a22fd9a185ba6b5be43103f4e2a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, Done. (1.442s)\r\n",
      "image 2558/3000 /kaggle/working/../input/vinbigdata/test/dbd9e1d7586876d95f1f1923db1c830f.png: 512x512 2 Pleural thickenings, Done. (1.420s)\r\n",
      "image 2559/3000 /kaggle/working/../input/vinbigdata/test/dc1743f5e5aaa29ea7a74ea2aa2c9862.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 4 Pulmonary fibrosiss, Done. (1.443s)\r\n",
      "image 2560/3000 /kaggle/working/../input/vinbigdata/test/dc2cf5d5d0c04cabed09513c44ede6d4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Pleural thickening, Done. (1.443s)\r\n",
      "image 2561/3000 /kaggle/working/../input/vinbigdata/test/dc328df041d1a9727d5925828c6637d9.png: 512x512 1 Pleural effusion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.445s)\r\n",
      "image 2562/3000 /kaggle/working/../input/vinbigdata/test/dc3b840446057490dffe8eb7633cde30.png: 512x512 2 Aortic enlargements, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.525s)\r\n",
      "image 2563/3000 /kaggle/working/../input/vinbigdata/test/dc4874ef7e2d7ad6f69d4c779df4aa9b.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.470s)\r\n",
      "image 2564/3000 /kaggle/working/../input/vinbigdata/test/dc62f6cad2b946f4ae0b68626b419bf0.png: 512x512 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, Done. (1.511s)\r\n",
      "image 2565/3000 /kaggle/working/../input/vinbigdata/test/dc697df7ec030fa4520e37d6ccb4b801.png: 512x512 1 Calcification, 1 Cardiomegaly, 3 Other lesions, Done. (2.034s)\r\n",
      "image 2566/3000 /kaggle/working/../input/vinbigdata/test/dc7b7968067de76704074fd9e173ebdf.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 10 Calcifications, 1 Consolidation, 1 Infiltration, 3 Lung Opacitys, 12 Nodule/Masss, 14 Other lesions, 14 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.476s)\r\n",
      "image 2567/3000 /kaggle/working/../input/vinbigdata/test/dc8b5d82b73d392b9fa2093a15b6d00d.png: 512x512 2 Aortic enlargements, 1 Consolidation, 2 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.457s)\r\n",
      "image 2568/3000 /kaggle/working/../input/vinbigdata/test/dc9e144a10314830c3449ee8f1106448.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Nodule/Mass, 2 Pleural effusions, 9 Pleural thickenings, Done. (1.458s)\r\n",
      "image 2569/3000 /kaggle/working/../input/vinbigdata/test/dca31a2cd40cde0683837dcdf10eca09.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 2 ILDs, 3 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 2 Pleural effusions, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.937s)\r\n",
      "image 2570/3000 /kaggle/working/../input/vinbigdata/test/dccc12d62dc2179f542fa001200ed364.png: 512x512 1 Other lesion, 3 Pleural thickenings, Done. (1.440s)\r\n",
      "image 2571/3000 /kaggle/working/../input/vinbigdata/test/dce261d70de131c9bad1229edcca61bf.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 3 Infiltrations, 5 Lung Opacitys, 4 Other lesions, 2 Pleural effusions, 15 Pleural thickenings, 23 Pulmonary fibrosiss, Done. (1.443s)\r\n",
      "image 2572/3000 /kaggle/working/../input/vinbigdata/test/dced277332a27527f4796aafd7a45152.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Pleural effusion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.473s)\r\n",
      "image 2573/3000 /kaggle/working/../input/vinbigdata/test/dd00a2fa6dd6643ec07ed5a4379a738c.png: 512x512 1 Aortic enlargement, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 2 Other lesions, 1 Pulmonary fibrosis, Done. (1.458s)\r\n",
      "image 2574/3000 /kaggle/working/../input/vinbigdata/test/dd0dffca34bf56e24fa0fe2fc04ead94.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.465s)\r\n",
      "image 2575/3000 /kaggle/working/../input/vinbigdata/test/dd14fbccb38c064bdacc33391d8cca9e.png: 512x512 1 Aortic enlargement, 3 Atelectasiss, 2 Cardiomegalys, 2 Consolidations, 2 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 6 Pleural effusions, 3 Pleural thickenings, 1 Pneumothorax, 6 Pulmonary fibrosiss, Done. (1.452s)\r\n",
      "image 2576/3000 /kaggle/working/../input/vinbigdata/test/dd37fc55e9270de5a365efcd06593348.png: 512x512 2 ILDs, 1 Nodule/Mass, 1 Other lesion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.530s)\r\n",
      "image 2577/3000 /kaggle/working/../input/vinbigdata/test/dd6a091c1317b198af6bb54438d3b87f.png: 512x512 1 Aortic enlargement, 2 Cardiomegalys, Done. (1.439s)\r\n",
      "image 2578/3000 /kaggle/working/../input/vinbigdata/test/dd7e2b3e4d751779e5a5f61e827f6f7b.png: 512x512 2 Aortic enlargements, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 3 Pleural thickenings, Done. (1.472s)\r\n",
      "image 2579/3000 /kaggle/working/../input/vinbigdata/test/dd8e8db5d12ef22a32ee27794dfa0d17.png: 512x512 1 Aortic enlargement, 3 Calcifications, 1 Cardiomegaly, 3 ILDs, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.463s)\r\n",
      "image 2580/3000 /kaggle/working/../input/vinbigdata/test/dddab655208efc25d98e16790db35f25.png: 512x512 3 Aortic enlargements, 4 Calcifications, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.437s)\r\n",
      "image 2581/3000 /kaggle/working/../input/vinbigdata/test/ddf377d1b071c2cec89dec0672f4156a.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.447s)\r\n",
      "image 2582/3000 /kaggle/working/../input/vinbigdata/test/de07cbf13e57a0f0f7c63f7ea5baf9a5.png: 512x512 3 Pleural thickenings, Done. (1.460s)\r\n",
      "image 2583/3000 /kaggle/working/../input/vinbigdata/test/de09c63ee469c67331ed80c4ec0d325c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.512s)\r\n",
      "image 2584/3000 /kaggle/working/../input/vinbigdata/test/de394dfae5c93d86d9531cdd119531ec.png: 512x512 1 Other lesion, 2 Pleural thickenings, Done. (1.431s)\r\n",
      "image 2585/3000 /kaggle/working/../input/vinbigdata/test/de5295208703970acc0e59b7925a77c1.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.429s)\r\n",
      "image 2586/3000 /kaggle/working/../input/vinbigdata/test/de7aa2b6adfb9db39489c019f5f3a1a1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.899s)\r\n",
      "image 2587/3000 /kaggle/working/../input/vinbigdata/test/dea1a3c3102b2b3efccffd9452c1da7f.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 Lung Opacitys, 2 Nodule/Masss, 5 Other lesions, 3 Pleural effusions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.429s)\r\n",
      "image 2588/3000 /kaggle/working/../input/vinbigdata/test/dea1e4464a27f651c00fb31ca713e01d.png: 512x512 5 Consolidations, 5 ILDs, 5 Infiltrations, 5 Lung Opacitys, 8 Nodule/Masss, 2 Other lesions, 2 Pleural effusions, 3 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.455s)\r\n",
      "image 2589/3000 /kaggle/working/../input/vinbigdata/test/deb72391b998de457c5132511a3af7e1.png: 512x512 1 Lung Opacity, 5 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.455s)\r\n",
      "image 2590/3000 /kaggle/working/../input/vinbigdata/test/dec3993b6e66ce949c974f022da4db2c.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 2 Pleural thickenings, Done. (2.104s)\r\n",
      "image 2591/3000 /kaggle/working/../input/vinbigdata/test/ded48559b86e307d86f522abb9bab7d1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.436s)\r\n",
      "image 2592/3000 /kaggle/working/../input/vinbigdata/test/dee60decdde445d8e7b9e9c0f7d1382e.png: 512x512 1 Aortic enlargement, 4 ILDs, 1 Infiltration, 2 Other lesions, 2 Pleural effusions, 10 Pleural thickenings, Done. (1.423s)\r\n",
      "image 2593/3000 /kaggle/working/../input/vinbigdata/test/defc27d70096bdf800da5ce0cce3903c.png: 512x512 2 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.407s)\r\n",
      "image 2594/3000 /kaggle/working/../input/vinbigdata/test/df1e41c0fec32b45e1c5efa0044cd73f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 5 Pleural thickenings, Done. (1.424s)\r\n",
      "image 2595/3000 /kaggle/working/../input/vinbigdata/test/df229b77da3656e5264f74025b4990f2.png: 512x512 1 ILD, 1 Infiltration, 1 Lung Opacity, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.414s)\r\n",
      "image 2596/3000 /kaggle/working/../input/vinbigdata/test/df231556391a360eabcd45df13986daa.png: 512x512 2 Pleural effusions, 2 Pleural thickenings, Done. (1.420s)\r\n",
      "image 2597/3000 /kaggle/working/../input/vinbigdata/test/df249823cb86309870560a47a6dff686.png: 512x512 2 Pleural effusions, 6 Pleural thickenings, Done. (1.493s)\r\n",
      "image 2598/3000 /kaggle/working/../input/vinbigdata/test/df3879d47989e97da7ff2aa037b62a93.png: 512x512 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 3 Pleural thickenings, Done. (1.433s)\r\n",
      "image 2599/3000 /kaggle/working/../input/vinbigdata/test/df5c9296ecae6da1288c490c37c8e3fc.png: 512x512 2 Pleural effusions, 6 Pleural thickenings, Done. (1.457s)\r\n",
      "image 2600/3000 /kaggle/working/../input/vinbigdata/test/df6b1459ece82fe12a8af9d1e17d93a9.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 ILD, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.414s)\r\n",
      "image 2601/3000 /kaggle/working/../input/vinbigdata/test/df8adf0cc2608573128fb4a6cb650079.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 3 Other lesions, 1 Pleural thickening, Done. (1.416s)\r\n",
      "image 2602/3000 /kaggle/working/../input/vinbigdata/test/df935ddeb1879b7cdf428682abb987b9.png: 512x512 5 Other lesions, Done. (1.431s)\r\n",
      "image 2603/3000 /kaggle/working/../input/vinbigdata/test/dfd36190ad458c42961cf295a729aba5.png: 512x512 3 Aortic enlargements, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.449s)\r\n",
      "image 2604/3000 /kaggle/working/../input/vinbigdata/test/dfe04a28b9450358d0bf83736ee3fe2d.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 7 ILDs, 3 Infiltrations, 2 Lung Opacitys, 2 Other lesions, 5 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.464s)\r\n",
      "image 2605/3000 /kaggle/working/../input/vinbigdata/test/e004c56fbc5ff7e0906e46dfa150c55c.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 3 Other lesions, 2 Pleural effusions, 9 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.511s)\r\n",
      "image 2606/3000 /kaggle/working/../input/vinbigdata/test/e01eba7895aab7d857a27a82e2fbb32a.png: 512x512 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.505s)\r\n",
      "image 2607/3000 /kaggle/working/../input/vinbigdata/test/e0287e0fab8e6a90dc15dd8eb964931c.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 ILD, 1 Other lesion, Done. (1.798s)\r\n",
      "image 2608/3000 /kaggle/working/../input/vinbigdata/test/e02dd879ec36a05e4030f64b605b54ac.png: 512x512 2 Aortic enlargements, 3 Atelectasiss, 1 Calcification, 1 Cardiomegaly, 2 Consolidations, 1 Infiltration, 12 Lung Opacitys, 1 Nodule/Mass, 29 Other lesions, 10 Pleural effusions, 8 Pleural thickenings, 3 Pneumothoraxs, 7 Pulmonary fibrosiss, Done. (1.448s)\r\n",
      "image 2609/3000 /kaggle/working/../input/vinbigdata/test/e0451ee4428ed80d7e574361b44e0f57.png: 512x512 1 Aortic enlargement, 1 Other lesion, 2 Pleural thickenings, Done. (1.472s)\r\n",
      "image 2610/3000 /kaggle/working/../input/vinbigdata/test/e04c8401989e7f06ca75dd8ff89c8835.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.451s)\r\n",
      "image 2611/3000 /kaggle/working/../input/vinbigdata/test/e057fd5494429d0954783ccad4259a33.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (2.117s)\r\n",
      "image 2612/3000 /kaggle/working/../input/vinbigdata/test/e05c2d1640c302ad80c558d74285f1a6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Pleural thickenings, Done. (1.487s)\r\n",
      "image 2613/3000 /kaggle/working/../input/vinbigdata/test/e06a136bef44d96402a353c3073f65e5.png: 512x512 2 Cardiomegalys, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.480s)\r\n",
      "image 2614/3000 /kaggle/working/../input/vinbigdata/test/e06c1f19bb70950312603cbc0d986e32.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Infiltration, 1 Lung Opacity, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.473s)\r\n",
      "image 2615/3000 /kaggle/working/../input/vinbigdata/test/e06e6af1b1ae040355e80dc109d8406d.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 Other lesions, 1 Pleural thickening, Done. (1.430s)\r\n",
      "image 2616/3000 /kaggle/working/../input/vinbigdata/test/e0791ea6fad65312a47124a1ed644c63.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.446s)\r\n",
      "image 2617/3000 /kaggle/working/../input/vinbigdata/test/e0a9acf9c3eb6a6e4fffcec2aa766456.png: 512x512 1 Aortic enlargement, 5 Pleural thickenings, Done. (1.452s)\r\n",
      "image 2618/3000 /kaggle/working/../input/vinbigdata/test/e0c1b7e120635b0932bbb0224363ffd4.png: 512x512 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.457s)\r\n",
      "image 2619/3000 /kaggle/working/../input/vinbigdata/test/e0c6e37639776cb11ed37eb94922df25.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.493s)\r\n",
      "image 2620/3000 /kaggle/working/../input/vinbigdata/test/e0cb6328956c1b3b7f70c970cb9dcca7.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.437s)\r\n",
      "image 2621/3000 /kaggle/working/../input/vinbigdata/test/e0dc2e79105ad93532484e956ef8a71a.png: 512x512 4 Aortic enlargements, 4 Atelectasiss, 3 Calcifications, 1 Cardiomegaly, 2 Consolidations, 11 ILDs, 3 Infiltrations, 7 Lung Opacitys, 20 Other lesions, 8 Pleural effusions, 10 Pleural thickenings, 6 Pneumothoraxs, 11 Pulmonary fibrosiss, Done. (1.440s)\r\n",
      "image 2622/3000 /kaggle/working/../input/vinbigdata/test/e0dd17b0230ee5b43df7413bc89a70e5.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Consolidations, 1 ILD, 1 Infiltration, 5 Lung Opacitys, 1 Other lesion, 7 Pleural effusions, 9 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.444s)\r\n",
      "image 2623/3000 /kaggle/working/../input/vinbigdata/test/e0f515ce8c2f2788d36dbbcee022a14d.png: 512x512 4 Aortic enlargements, 13 Calcifications, 2 Lung Opacitys, 7 Nodule/Masss, 10 Other lesions, 2 Pulmonary fibrosiss, Done. (1.450s)\r\n",
      "image 2624/3000 /kaggle/working/../input/vinbigdata/test/e0fb41ce6c448b6d8b46e8d96cc83cea.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 6 ILDs, 4 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 11 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.443s)\r\n",
      "image 2625/3000 /kaggle/working/../input/vinbigdata/test/e10a0d5156ca34ee9ffcb99a5bd8ffb5.png: 512x512 1 Aortic enlargement, 2 Cardiomegalys, 4 Pleural thickenings, Done. (1.443s)\r\n",
      "image 2626/3000 /kaggle/working/../input/vinbigdata/test/e111eca0927c8bf0f0201915d6f37c6d.png: 512x512 1 Aortic enlargement, 1 Calcification, 4 Other lesions, 3 Pleural thickenings, Done. (1.513s)\r\n",
      "image 2627/3000 /kaggle/working/../input/vinbigdata/test/e113e801c91c55f6775364e45e1e2498.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.642s)\r\n",
      "image 2628/3000 /kaggle/working/../input/vinbigdata/test/e12d455aebc3767b5a4c38c6f51ca7b8.png: 512x512 1 Aortic enlargement, 2 Pleural effusions, 6 Pleural thickenings, Done. (1.751s)\r\n",
      "image 2629/3000 /kaggle/working/../input/vinbigdata/test/e13092b1a2848a29558f6c661652332d.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 2 Pleural effusions, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.476s)\r\n",
      "image 2630/3000 /kaggle/working/../input/vinbigdata/test/e14840dd62dcaa3f2f429ed69a89059c.png: 512x512 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.433s)\r\n",
      "image 2631/3000 /kaggle/working/../input/vinbigdata/test/e154120eb7eb235ddb471c94deff2ee6.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 8 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.440s)\r\n",
      "image 2632/3000 /kaggle/working/../input/vinbigdata/test/e16022b7bf206494be8c9001d580b06d.png: 512x512 1 Aortic enlargement, 4 Atelectasiss, 1 Cardiomegaly, 6 Consolidations, 4 ILDs, 6 Infiltrations, 8 Lung Opacitys, 5 Nodule/Masss, 4 Other lesions, 2 Pleural effusions, 4 Pleural thickenings, 1 Pneumothorax, 9 Pulmonary fibrosiss, Done. (2.039s)\r\n",
      "image 2633/3000 /kaggle/working/../input/vinbigdata/test/e1681b6ced3912b798477d143c7e8f3f.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.465s)\r\n",
      "image 2634/3000 /kaggle/working/../input/vinbigdata/test/e1874303d853b169058963bfd153f588.png: 512x512 1 Cardiomegaly, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.422s)\r\n",
      "image 2635/3000 /kaggle/working/../input/vinbigdata/test/e18b20ca61e42b9c8ca5940a3721a5af.png: 512x512 1 Aortic enlargement, 1 Calcification, 5 Pleural thickenings, Done. (1.426s)\r\n",
      "image 2636/3000 /kaggle/working/../input/vinbigdata/test/e1c07a9d9c245c9b742c3cc5e15180bc.png: 512x512 1 Aortic enlargement, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 3 Nodule/Masss, 1 Other lesion, 2 Pleural effusions, 12 Pleural thickenings, 9 Pulmonary fibrosiss, Done. (1.440s)\r\n",
      "image 2637/3000 /kaggle/working/../input/vinbigdata/test/e1c35c4312a8aa97233d3b88fb07b033.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 ILDs, 3 Infiltrations, 4 Lung Opacitys, 3 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.465s)\r\n",
      "image 2638/3000 /kaggle/working/../input/vinbigdata/test/e1c4b3157b53b446cef6b15b6b9ceadb.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.438s)\r\n",
      "image 2639/3000 /kaggle/working/../input/vinbigdata/test/e1d0449f1cb674cecbd6c6dd3da50b1b.png: 512x512 2 Aortic enlargements, 7 ILDs, 5 Infiltrations, 6 Lung Opacitys, 4 Nodule/Masss, 5 Other lesions, 4 Pleural effusions, 7 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.442s)\r\n",
      "image 2640/3000 /kaggle/working/../input/vinbigdata/test/e1d40460f86f7b92f033b08d04b4ea6a.png: 512x512 7 Pleural thickenings, Done. (1.494s)\r\n",
      "image 2641/3000 /kaggle/working/../input/vinbigdata/test/e1de1ed3e172099e6bfe687ec96c502f.png: 512x512 1 Cardiomegaly, 3 ILDs, 3 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 9 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.461s)\r\n",
      "image 2642/3000 /kaggle/working/../input/vinbigdata/test/e20886e0ccd8fafec82fee3ca05c366d.png: 512x512 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.432s)\r\n",
      "image 2643/3000 /kaggle/working/../input/vinbigdata/test/e230375555e299e93f54e2cf397f0ff8.png: 512x512 4 Pleural thickenings, Done. (1.427s)\r\n",
      "image 2644/3000 /kaggle/working/../input/vinbigdata/test/e233c5c385e063281c919be01d9fd81e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.421s)\r\n",
      "image 2645/3000 /kaggle/working/../input/vinbigdata/test/e23669476b05df4e8a419d80c7a95b7f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Pleural effusions, 8 Pleural thickenings, Done. (1.435s)\r\n",
      "image 2646/3000 /kaggle/working/../input/vinbigdata/test/e244fb86e085ac10727602e7ab36971b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.435s)\r\n",
      "image 2647/3000 /kaggle/working/../input/vinbigdata/test/e2517364bc2e0f55109395bb870a1e5c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Other lesions, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.434s)\r\n",
      "image 2648/3000 /kaggle/working/../input/vinbigdata/test/e2541543a44d7df5c1ededc8e77bd045.png: 512x512 1 Cardiomegaly, 1 Other lesion, 4 Pleural thickenings, Done. (1.553s)\r\n",
      "image 2649/3000 /kaggle/working/../input/vinbigdata/test/e259b6e287f75fd57c9647b256c683be.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 ILD, 3 Lung Opacitys, 3 Nodule/Masss, 6 Other lesions, 1 Pleural thickening, 3 Pulmonary fibrosiss, Done. (1.956s)\r\n",
      "image 2650/3000 /kaggle/working/../input/vinbigdata/test/e268bfef734c0cf02c2dc7f30db79cb6.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.448s)\r\n",
      "image 2651/3000 /kaggle/working/../input/vinbigdata/test/e27172128ec1e2610400fd1312f53896.png: 512x512 1 Aortic enlargement, 1 Consolidation, 6 ILDs, 3 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.456s)\r\n",
      "image 2652/3000 /kaggle/working/../input/vinbigdata/test/e27295afee6a7fda9e520f2e3f4ed2ef.png: 512x512 1 Cardiomegaly, 1 Other lesion, Done. (1.439s)\r\n",
      "image 2653/3000 /kaggle/working/../input/vinbigdata/test/e27db01e9a05734d422f6c1622463ba2.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (2.073s)\r\n",
      "image 2654/3000 /kaggle/working/../input/vinbigdata/test/e281bd78852ec4ea47e6be632419e832.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.527s)\r\n",
      "image 2655/3000 /kaggle/working/../input/vinbigdata/test/e2ea19c79e10451ae029481bd1f5f3c7.png: 512x512 1 Aortic enlargement, 3 ILDs, 1 Other lesion, 5 Pleural thickenings, Done. (1.451s)\r\n",
      "image 2656/3000 /kaggle/working/../input/vinbigdata/test/e2ed2255485f5ced03268f821041cd5b.png: 512x512 1 Lung Opacity, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.441s)\r\n",
      "image 2657/3000 /kaggle/working/../input/vinbigdata/test/e31c6dc2eccf48d5b8680648e731085c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 1 Pleural thickening, Done. (1.453s)\r\n",
      "image 2658/3000 /kaggle/working/../input/vinbigdata/test/e33d9cf93e5e673950f7448dc79de500.png: 512x512 2 Other lesions, Done. (1.489s)\r\n",
      "image 2659/3000 /kaggle/working/../input/vinbigdata/test/e34cc55dd6e07a284333428a1998864d.png: 512x512 4 Aortic enlargements, 1 Atelectasis, 1 Calcification, 3 Cardiomegalys, 2 Infiltrations, 5 Lung Opacitys, 1 Nodule/Mass, 10 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.487s)\r\n",
      "image 2660/3000 /kaggle/working/../input/vinbigdata/test/e34d4c8fea9d9626853069ebe3f30992.png: 512x512 2 Nodule/Masss, 1 Other lesion, 8 Pleural thickenings, Done. (1.473s)\r\n",
      "image 2661/3000 /kaggle/working/../input/vinbigdata/test/e3577b39095e21bb64dc0d339fd22d68.png: 512x512 1 Other lesion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.475s)\r\n",
      "image 2662/3000 /kaggle/working/../input/vinbigdata/test/e35db9bce37902d5ad89909e69dd8c90.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 1 Pleural thickening, Done. (1.492s)\r\n",
      "image 2663/3000 /kaggle/working/../input/vinbigdata/test/e367d71562cfb24ea77e770ea199b767.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.466s)\r\n",
      "image 2664/3000 /kaggle/working/../input/vinbigdata/test/e36e3dd2e1b1269c3035fa6018346b68.png: 512x512 1 Cardiomegaly, 1 Other lesion, Done. (1.474s)\r\n",
      "image 2665/3000 /kaggle/working/../input/vinbigdata/test/e376386e1182881197fdc9a18a2bbbaa.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Infiltration, 3 Lung Opacitys, 1 Nodule/Mass, 5 Other lesions, 4 Pulmonary fibrosiss, Done. (1.424s)\r\n",
      "image 2666/3000 /kaggle/working/../input/vinbigdata/test/e377d1460cb4dcc93e4c493a986429bc.png: 512x512 3 Pleural thickenings, Done. (1.459s)\r\n",
      "image 2667/3000 /kaggle/working/../input/vinbigdata/test/e37e6945fda3fe8118a033cc43b247fb.png: 512x512 2 Pleural effusions, 3 Pleural thickenings, Done. (1.445s)\r\n",
      "image 2668/3000 /kaggle/working/../input/vinbigdata/test/e3b71794633b8844194487201eaf52a9.png: 512x512 1 Atelectasis, 5 Calcifications, 3 Consolidations, 1 Infiltration, 8 Lung Opacitys, 3 Nodule/Masss, 5 Other lesions, 9 Pleural effusions, 14 Pleural thickenings, 23 Pulmonary fibrosiss, Done. (1.472s)\r\n",
      "image 2669/3000 /kaggle/working/../input/vinbigdata/test/e3e51ec366ccdf0b02d1b28f094d9ea9.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.529s)\r\n",
      "image 2670/3000 /kaggle/working/../input/vinbigdata/test/e413f0b40162af48d87bece11e6812b4.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Other lesion, Done. (1.920s)\r\n",
      "image 2671/3000 /kaggle/working/../input/vinbigdata/test/e45ce3fb58c703c15ba13efd80e95128.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 8 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 2672/3000 /kaggle/working/../input/vinbigdata/test/e461167ed9c3714acffa9a436c5afe1d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 2 Infiltrations, 3 Lung Opacitys, 3 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.426s)\r\n",
      "image 2673/3000 /kaggle/working/../input/vinbigdata/test/e46387455235ca9767ea8648b6ed08c1.png: 512x512 3 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 1 Nodule/Mass, 6 Other lesions, 1 Pulmonary fibrosis, Done. (1.425s)\r\n",
      "image 2674/3000 /kaggle/working/../input/vinbigdata/test/e47174b6f466ff95ff39fe25a8c6638d.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 ILD, 2 Nodule/Masss, 3 Other lesions, 10 Pleural thickenings, Done. (2.080s)\r\n",
      "image 2675/3000 /kaggle/working/../input/vinbigdata/test/e481a9470c00fea2fe261dd204075e45.png: 512x512 3 Nodule/Masss, 1 Pulmonary fibrosis, Done. (1.452s)\r\n",
      "image 2676/3000 /kaggle/working/../input/vinbigdata/test/e48737e0cc1a1fe43b0a02484894eaf0.png: 512x512 1 Aortic enlargement, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.501s)\r\n",
      "image 2677/3000 /kaggle/working/../input/vinbigdata/test/e4c50af34882d9a1c5631007c1d2e05d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.468s)\r\n",
      "image 2678/3000 /kaggle/working/../input/vinbigdata/test/e4de98153b1e0be0bed9a965872a544d.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.435s)\r\n",
      "image 2679/3000 /kaggle/working/../input/vinbigdata/test/e4e30534950264060de2922ea4b77675.png: 512x512 2 Pleural thickenings, Done. (1.448s)\r\n",
      "image 2680/3000 /kaggle/working/../input/vinbigdata/test/e4e32ce0e061d700c0afda13faa45b1d.png: 512x512 1 Aortic enlargement, 1 Calcification, 4 Infiltrations, 5 Lung Opacitys, 5 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 9 Pleural thickenings, 19 Pulmonary fibrosiss, Done. (1.441s)\r\n",
      "image 2681/3000 /kaggle/working/../input/vinbigdata/test/e4e376d9aae02fa803ea2d9128aa3131.png: 512x512 1 Aortic enlargement, 2 Other lesions, Done. (1.452s)\r\n",
      "image 2682/3000 /kaggle/working/../input/vinbigdata/test/e4ea233475449eea083a09ce5f4196c1.png: 512x512 2 Pleural effusions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.445s)\r\n",
      "image 2683/3000 /kaggle/working/../input/vinbigdata/test/e4f0bab50765cafa3feb728cfbb210b3.png: 512x512 1 ILD, 1 Lung Opacity, 1 Pleural effusion, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.495s)\r\n",
      "image 2684/3000 /kaggle/working/../input/vinbigdata/test/e518480161cfa66fe275e28a2cdb7059.png: 512x512 3 ILDs, 2 Pleural thickenings, Done. (1.454s)\r\n",
      "image 2685/3000 /kaggle/working/../input/vinbigdata/test/e51fb1d29627f9ed31e65a53048b7cd6.png: 512x512 1 Pleural effusion, 6 Pleural thickenings, Done. (1.419s)\r\n",
      "image 2686/3000 /kaggle/working/../input/vinbigdata/test/e52b5e6afc1c45823626dfc0b0c07a8c.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 6 Calcifications, 7 ILDs, 4 Infiltrations, 7 Lung Opacitys, 5 Nodule/Masss, 8 Other lesions, 9 Pleural thickenings, 1 Pneumothorax, 15 Pulmonary fibrosiss, Done. (1.446s)\r\n",
      "image 2687/3000 /kaggle/working/../input/vinbigdata/test/e53cc6bed636edf2d7c63b005282c4a5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.470s)\r\n",
      "image 2688/3000 /kaggle/working/../input/vinbigdata/test/e541711f560cd700d7fdddd1d3dd98d4.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.431s)\r\n",
      "image 2689/3000 /kaggle/working/../input/vinbigdata/test/e5457eeb0956976f320b1d648201bcda.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.435s)\r\n",
      "image 2690/3000 /kaggle/working/../input/vinbigdata/test/e54b5a593bc03c789ecdc18d8270964e.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 8 ILDs, 3 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.597s)\r\n",
      "image 2691/3000 /kaggle/working/../input/vinbigdata/test/e568aadc2126ba7274c86fa661cb7d69.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 3 Nodule/Masss, 5 Other lesions, 2 Pleural effusions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.735s)\r\n",
      "image 2692/3000 /kaggle/working/../input/vinbigdata/test/e58fe7f6d0a7b6885789d418252279ff.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Cardiomegalys, 3 Consolidations, 4 ILDs, 3 Infiltrations, 4 Lung Opacitys, 5 Nodule/Masss, 3 Other lesions, 2 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 2693/3000 /kaggle/working/../input/vinbigdata/test/e59e78c6c661eb4c3daab5df0075e6c6.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Consolidation, 5 ILDs, 3 Infiltrations, 6 Lung Opacitys, 3 Nodule/Masss, 13 Other lesions, 5 Pleural effusions, 10 Pleural thickenings, 19 Pulmonary fibrosiss, Done. (1.442s)\r\n",
      "image 2694/3000 /kaggle/working/../input/vinbigdata/test/e5e029e73bea7ccacc35541a73f566a5.png: 512x512 2 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.439s)\r\n",
      "image 2695/3000 /kaggle/working/../input/vinbigdata/test/e5e1e13efacea047b90d5fa6c78aa6e4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, Done. (2.098s)\r\n",
      "image 2696/3000 /kaggle/working/../input/vinbigdata/test/e5f707e4fcf1763d282bf7d911c6d345.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 2 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 6 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.438s)\r\n",
      "image 2697/3000 /kaggle/working/../input/vinbigdata/test/e626e81df9243e43371c8881fbc6d8b7.png: 512x512 1 Nodule/Mass, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.516s)\r\n",
      "image 2698/3000 /kaggle/working/../input/vinbigdata/test/e689b64970c980641a09db5c590fddea.png: 512x512 1 Aortic enlargement, 2 ILDs, 1 Infiltration, 1 Lung Opacity, 4 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.471s)\r\n",
      "image 2699/3000 /kaggle/working/../input/vinbigdata/test/e68ad7641e5a7ff396a020c7978d433a.png: 512x512 1 Nodule/Mass, 2 Pleural effusions, 2 Pleural thickenings, Done. (1.425s)\r\n",
      "image 2700/3000 /kaggle/working/../input/vinbigdata/test/e6959c57425deed1ffb111f627420f03.png: 512x512 Done. (1.438s)\r\n",
      "image 2701/3000 /kaggle/working/../input/vinbigdata/test/e6c0951354a0be53f6071e4a85ae5b06.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.444s)\r\n",
      "image 2702/3000 /kaggle/working/../input/vinbigdata/test/e6f7ba58d99ec609df2460c60b8409ab.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.447s)\r\n",
      "image 2703/3000 /kaggle/working/../input/vinbigdata/test/e713fe6ed28f23aed83f54c56ff30189.png: 512x512 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.429s)\r\n",
      "image 2704/3000 /kaggle/working/../input/vinbigdata/test/e71ff456b51d655f9b70ecbc6fe2572f.png: 512x512 2 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 1 Consolidation, 2 ILDs, 2 Infiltrations, 4 Lung Opacitys, 4 Nodule/Masss, 11 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.436s)\r\n",
      "image 2705/3000 /kaggle/working/../input/vinbigdata/test/e747a48664e3c9d14db83f7f271554de.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.522s)\r\n",
      "image 2706/3000 /kaggle/working/../input/vinbigdata/test/e77218455b3b041a85732d4718eab319.png: 512x512 3 Pleural thickenings, Done. (1.437s)\r\n",
      "image 2707/3000 /kaggle/working/../input/vinbigdata/test/e774a1924dfe346c66ca4f605efbd49c.png: 512x512 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 3 Nodule/Masss, 1 Other lesion, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.448s)\r\n",
      "image 2708/3000 /kaggle/working/../input/vinbigdata/test/e774e7f6a28e1767f2e5db7ceb01428d.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.570s)\r\n",
      "image 2709/3000 /kaggle/working/../input/vinbigdata/test/e77a8e0acc0663c80e108291e664d378.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 2 Cardiomegalys, 3 ILDs, 1 Lung Opacity, 2 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 1 Pneumothorax, 1 Pulmonary fibrosis, Done. (1.462s)\r\n",
      "image 2710/3000 /kaggle/working/../input/vinbigdata/test/e78d3dafa3d35c1ef2beaed26f884b84.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 7 ILDs, 5 Infiltrations, 5 Lung Opacitys, 6 Nodule/Masss, 6 Other lesions, 2 Pleural effusions, 9 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.456s)\r\n",
      "image 2711/3000 /kaggle/working/../input/vinbigdata/test/e78d8db6e521e07c0d1d4da2b40a192d.png: 512x512 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.747s)\r\n",
      "image 2712/3000 /kaggle/working/../input/vinbigdata/test/e796ffb0dc7afc67c75d4896a703ff8e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.600s)\r\n",
      "image 2713/3000 /kaggle/working/../input/vinbigdata/test/e7bcf671b3a76fc9b0ba29727f3a7a5c.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 2 ILDs, 1 Nodule/Mass, 3 Other lesions, 1 Pleural thickening, Done. (1.441s)\r\n",
      "image 2714/3000 /kaggle/working/../input/vinbigdata/test/e7cf0491d7807df986ed34756aec6d4c.png: 512x512 1 Atelectasis, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.461s)\r\n",
      "image 2715/3000 /kaggle/working/../input/vinbigdata/test/e7ec9f012b2c254deafe673333099553.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.435s)\r\n",
      "image 2716/3000 /kaggle/working/../input/vinbigdata/test/e7ee4a97afd5a9ead92603ab934d0532.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, Done. (2.086s)\r\n",
      "image 2717/3000 /kaggle/working/../input/vinbigdata/test/e802d767e46566f02727d69836cc76cb.png: 512x512 1 Aortic enlargement, 1 Other lesion, 1 Pleural effusion, 9 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.446s)\r\n",
      "image 2718/3000 /kaggle/working/../input/vinbigdata/test/e82d33dfd04d95c61d8d133dcbf29691.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 2 ILDs, 4 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.450s)\r\n",
      "image 2719/3000 /kaggle/working/../input/vinbigdata/test/e82e5f7cf9eaffcf52a36ee49e4b576a.png: 512x512 1 Cardiomegaly, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.502s)\r\n",
      "image 2720/3000 /kaggle/working/../input/vinbigdata/test/e84944fa26ca15c5f0babbac442855a0.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, Done. (1.455s)\r\n",
      "image 2721/3000 /kaggle/working/../input/vinbigdata/test/e860d5b79befb7a3ec741dddb2106e65.png: 512x512 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.461s)\r\n",
      "image 2722/3000 /kaggle/working/../input/vinbigdata/test/e88b3436d7a70ca66e4a67a79c26d79c.png: 512x512 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.451s)\r\n",
      "image 2723/3000 /kaggle/working/../input/vinbigdata/test/e8935719dd9a6c86a3780e18e8732b1c.png: 512x512 1 Other lesion, 2 Pleural effusions, 10 Pleural thickenings, Done. (1.469s)\r\n",
      "image 2724/3000 /kaggle/working/../input/vinbigdata/test/e89fce081f1a14cb31bc0fe71cca8b67.png: 512x512 1 Pleural effusion, 5 Pleural thickenings, Done. (1.475s)\r\n",
      "image 2725/3000 /kaggle/working/../input/vinbigdata/test/e8bffa66025df05ffe10232af1046542.png: 512x512 2 Pleural effusions, 3 Pleural thickenings, Done. (1.442s)\r\n",
      "image 2726/3000 /kaggle/working/../input/vinbigdata/test/e8d5baa46d2b895525017b7583b27fdd.png: 512x512 4 Aortic enlargements, 2 Atelectasiss, 3 Cardiomegalys, 5 Consolidations, 4 Infiltrations, 11 Lung Opacitys, 8 Nodule/Masss, 5 Other lesions, 3 Pleural effusions, 12 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.586s)\r\n",
      "image 2727/3000 /kaggle/working/../input/vinbigdata/test/e90d09c66ee64d63171d0078f9d563c5.png: 512x512 2 Atelectasiss, 2 Consolidations, 1 ILD, 1 Infiltration, 4 Lung Opacitys, 5 Other lesions, 8 Pleural effusions, 10 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.456s)\r\n",
      "image 2728/3000 /kaggle/working/../input/vinbigdata/test/e911e444e80e7a7a0a44b666513e282e.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.430s)\r\n",
      "image 2729/3000 /kaggle/working/../input/vinbigdata/test/e91fa68e2ba762b434a9fc7571ccdd3d.png: 512x512 1 Pleural thickening, Done. (1.481s)\r\n",
      "image 2730/3000 /kaggle/working/../input/vinbigdata/test/e9205f3a0c23ba8b256cb5e52d14985b.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 2 Calcifications, 1 Consolidation, 1 ILD, 2 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.466s)\r\n",
      "image 2731/3000 /kaggle/working/../input/vinbigdata/test/e92c895a219e99f09b204b8941087155.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.439s)\r\n",
      "image 2732/3000 /kaggle/working/../input/vinbigdata/test/e94fde220360e4b769921e16059cc6af.png: 512x512 1 Aortic enlargement, 1 Lung Opacity, 4 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.990s)\r\n",
      "image 2733/3000 /kaggle/working/../input/vinbigdata/test/e95afeb0d8d25125ed07fbac5fdddb01.png: 512x512 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.544s)\r\n",
      "image 2734/3000 /kaggle/working/../input/vinbigdata/test/e96043b446547ab8dad16e2fc0d7fb1f.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 4 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.448s)\r\n",
      "image 2735/3000 /kaggle/working/../input/vinbigdata/test/e9810f2cff9e4bc1632dd815e2fe1b82.png: 512x512 2 Cardiomegalys, 3 Other lesions, 2 Pleural thickenings, Done. (1.498s)\r\n",
      "image 2736/3000 /kaggle/working/../input/vinbigdata/test/e99aa3681f5b6e7f0f7d1a63f0519542.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, Done. (1.465s)\r\n",
      "image 2737/3000 /kaggle/working/../input/vinbigdata/test/e9a39ad929072dc4faafe351d8264807.png: 512x512 4 Pleural thickenings, Done. (2.108s)\r\n",
      "image 2738/3000 /kaggle/working/../input/vinbigdata/test/e9bedd50f5a15df07160bc504dc0d005.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Cardiomegalys, 3 Other lesions, 2 Pleural effusions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.469s)\r\n",
      "image 2739/3000 /kaggle/working/../input/vinbigdata/test/e9c690c6b50e976406e953e6cfdb7a0b.png: 512x512 2 Aortic enlargements, 1 Nodule/Mass, 1 Pleural effusion, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.454s)\r\n",
      "image 2740/3000 /kaggle/working/../input/vinbigdata/test/e9d6be0a35a7a6ee40349318f0e3e699.png: 512x512 1 Aortic enlargement, 5 ILDs, 2 Infiltrations, 1 Lung Opacity, 1 Other lesion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.492s)\r\n",
      "image 2741/3000 /kaggle/working/../input/vinbigdata/test/ea087ad3a387b4c4baecd43b21edfa38.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Calcification, 1 Cardiomegaly, 4 Consolidations, 1 ILD, 4 Infiltrations, 9 Lung Opacitys, 3 Nodule/Masss, 5 Other lesions, 6 Pleural effusions, 6 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.441s)\r\n",
      "image 2742/3000 /kaggle/working/../input/vinbigdata/test/ea10cb0d473159762db63e0493a079b3.png: 512x512 1 Pleural effusion, 3 Pleural thickenings, Done. (1.450s)\r\n",
      "image 2743/3000 /kaggle/working/../input/vinbigdata/test/ea1d58be10d8b14394ad4147c5fbb60e.png: 512x512 1 Aortic enlargement, 4 Other lesions, 2 Pleural effusions, 7 Pleural thickenings, Done. (1.447s)\r\n",
      "image 2744/3000 /kaggle/working/../input/vinbigdata/test/ea4cfe15483f345e950261a2bc38f286.png: 512x512 1 Cardiomegaly, 2 Pleural effusions, 5 Pleural thickenings, Done. (1.449s)\r\n",
      "image 2745/3000 /kaggle/working/../input/vinbigdata/test/ea4e23ec626b6c5258ad39994a8880b8.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 ILD, 3 Infiltrations, 2 Lung Opacitys, 4 Nodule/Masss, 2 Other lesions, 5 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.446s)\r\n",
      "image 2746/3000 /kaggle/working/../input/vinbigdata/test/ea61778151fddab8cb09907266663307.png: 512x512 1 Aortic enlargement, 4 ILDs, 1 Infiltration, 2 Nodule/Masss, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.445s)\r\n",
      "image 2747/3000 /kaggle/working/../input/vinbigdata/test/ea88c9b569554c90b964773ed0f56448.png: 512x512 3 Calcifications, 1 Cardiomegaly, 1 Lung Opacity, 6 Nodule/Masss, 12 Other lesions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.517s)\r\n",
      "image 2748/3000 /kaggle/working/../input/vinbigdata/test/ea93703162b05a5c8acf2e18c2f69acf.png: 512x512 2 ILDs, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.441s)\r\n",
      "image 2749/3000 /kaggle/working/../input/vinbigdata/test/ea9601272370ee3c0b1e0b4b4bc5a2ae.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Pleural thickening, Done. (1.432s)\r\n",
      "image 2750/3000 /kaggle/working/../input/vinbigdata/test/ea963ef24a74ec47734be65299d3094f.png: 512x512 2 Calcifications, 3 ILDs, 1 Lung Opacity, 1 Nodule/Mass, 9 Other lesions, 3 Pleural effusions, 5 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.435s)\r\n",
      "image 2751/3000 /kaggle/working/../input/vinbigdata/test/ea9f070ee0208d9fdbee8e73f55273fb.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 4 Infiltrations, 8 Lung Opacitys, 6 Nodule/Masss, 9 Other lesions, 3 Pleural effusions, 12 Pleural thickenings, 17 Pulmonary fibrosiss, Done. (1.444s)\r\n",
      "image 2752/3000 /kaggle/working/../input/vinbigdata/test/eaa0e16f139fc0f1a3771458025611a1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.484s)\r\n",
      "image 2753/3000 /kaggle/working/../input/vinbigdata/test/eaaafa5beb11a12d5c7baea4dcc8e4cd.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Calcification, 1 Cardiomegaly, 4 Consolidations, 5 ILDs, 7 Infiltrations, 11 Lung Opacitys, 6 Nodule/Masss, 6 Other lesions, 2 Pleural effusions, 4 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.828s)\r\n",
      "image 2754/3000 /kaggle/working/../input/vinbigdata/test/eac03ab96bf30dcb4f35094b6ffd2cf9.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 Other lesions, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.526s)\r\n",
      "image 2755/3000 /kaggle/working/../input/vinbigdata/test/ead7de33da7f44a7af362daaf2ae4d00.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 4 Pleural thickenings, Done. (1.457s)\r\n",
      "image 2756/3000 /kaggle/working/../input/vinbigdata/test/eaecec30b1751a3cb6d2532a288dfe7e.png: 512x512 1 Aortic enlargement, 2 Consolidations, 2 ILDs, 2 Infiltrations, 4 Lung Opacitys, 4 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 2757/3000 /kaggle/working/../input/vinbigdata/test/eb2597bd5418c1159fea819aa03c29fa.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 3 Other lesions, 2 Pleural effusions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.427s)\r\n",
      "image 2758/3000 /kaggle/working/../input/vinbigdata/test/eb25ef085ffa02d960ad25d2e33d1d3e.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 6 Pleural thickenings, Done. (2.135s)\r\n",
      "image 2759/3000 /kaggle/working/../input/vinbigdata/test/eb355cf2855e493443600ab7e8a8d98e.png: 512x512 1 Aortic enlargement, 2 Pleural thickenings, Done. (1.428s)\r\n",
      "image 2760/3000 /kaggle/working/../input/vinbigdata/test/eb4c1f7a8fcd7ee076ae9f5eca8d05fc.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 6 Pleural thickenings, Done. (1.476s)\r\n",
      "image 2761/3000 /kaggle/working/../input/vinbigdata/test/eb52a2ddb6554ba3684c9b5082e52123.png: 512x512 1 Aortic enlargement, 4 ILDs, 1 Infiltration, 1 Other lesion, 2 Pleural effusions, 8 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.539s)\r\n",
      "image 2762/3000 /kaggle/working/../input/vinbigdata/test/eb70242f7644caa93343aebf7eef793a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.485s)\r\n",
      "image 2763/3000 /kaggle/working/../input/vinbigdata/test/eb804a78e42ccd5e66d8fdc644dd0680.png: 512x512 2 Aortic enlargements, 1 Atelectasis, 1 Cardiomegaly, 3 Consolidations, 3 Infiltrations, 7 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 5 Pleural effusions, 5 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.508s)\r\n",
      "image 2764/3000 /kaggle/working/../input/vinbigdata/test/ebb4c7e1dee5c840751626bcfff3c2fd.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.472s)\r\n",
      "image 2765/3000 /kaggle/working/../input/vinbigdata/test/ebd7fb65941300ee3e8aa11aba258cb2.png: 512x512 1 Nodule/Mass, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.434s)\r\n",
      "image 2766/3000 /kaggle/working/../input/vinbigdata/test/ebe24ca91a2a7f7f445a294afbae746c.png: 512x512 2 Aortic enlargements, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 2 Other lesions, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.446s)\r\n",
      "image 2767/3000 /kaggle/working/../input/vinbigdata/test/ebedd93f45508cb21815ef2b996e5026.png: 512x512 3 ILDs, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.456s)\r\n",
      "image 2768/3000 /kaggle/working/../input/vinbigdata/test/ebfcc8cf8fd9e8daea61fcce22fab782.png: 512x512 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.437s)\r\n",
      "image 2769/3000 /kaggle/working/../input/vinbigdata/test/ec08aa8c34d48c492e9a8f9885f24acb.png: 512x512 4 Aortic enlargements, 2 Other lesions, 4 Pleural thickenings, Done. (1.483s)\r\n",
      "image 2770/3000 /kaggle/working/../input/vinbigdata/test/ec2176e084f94ee8f9fc662354262062.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Other lesions, Done. (1.438s)\r\n",
      "image 2771/3000 /kaggle/working/../input/vinbigdata/test/ec2ffd5ae3e2e05cd3045a3de917f4b3.png: 512x512 1 Aortic enlargement, 1 Other lesion, 7 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.448s)\r\n",
      "image 2772/3000 /kaggle/working/../input/vinbigdata/test/ec4267f55a215d295040984872bb8e67.png: 512x512 1 Aortic enlargement, 8 Calcifications, 1 Cardiomegaly, 1 Infiltration, 8 Lung Opacitys, 14 Nodule/Masss, 11 Other lesions, 1 Pleural effusion, 12 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.426s)\r\n",
      "image 2773/3000 /kaggle/working/../input/vinbigdata/test/ec596958fa957e06e899f1fa21915c4f.png: 512x512 1 Lung Opacity, 1 Nodule/Mass, 4 Other lesions, 1 Pleural thickening, Done. (1.669s)\r\n",
      "image 2774/3000 /kaggle/working/../input/vinbigdata/test/ec6c4e81b448275577d3e4a74acbe443.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 ILD, 1 Nodule/Mass, 5 Other lesions, 8 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.685s)\r\n",
      "image 2775/3000 /kaggle/working/../input/vinbigdata/test/ec73f422063ce59169c6c13d3c6227a7.png: 512x512 1 Aortic enlargement, 3 Calcifications, 1 ILD, 1 Lung Opacity, 2 Nodule/Masss, 7 Other lesions, 6 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.433s)\r\n",
      "image 2776/3000 /kaggle/working/../input/vinbigdata/test/ec84efcda776fb18bf86866e11e12832.png: 512x512 1 ILD, 4 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 1 Pneumothorax, 3 Pulmonary fibrosiss, Done. (1.507s)\r\n",
      "image 2777/3000 /kaggle/working/../input/vinbigdata/test/ec90a440c54e283d6950cafe4fdb1d65.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, Done. (1.439s)\r\n",
      "image 2778/3000 /kaggle/working/../input/vinbigdata/test/ec91e38bb8201229cc989e5cc7f4aa6b.png: 512x512 1 Calcification, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.436s)\r\n",
      "image 2779/3000 /kaggle/working/../input/vinbigdata/test/ec9bb4e880f135642dbb5f38d4a6d16b.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 2 ILDs, 1 Infiltration, 3 Lung Opacitys, 3 Nodule/Masss, 18 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 2 Pneumothoraxs, 7 Pulmonary fibrosiss, Done. (2.050s)\r\n",
      "image 2780/3000 /kaggle/working/../input/vinbigdata/test/ecbd6ed341b1c3867c5f29be7ab776b1.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 1 Pulmonary fibrosis, Done. (1.440s)\r\n",
      "image 2781/3000 /kaggle/working/../input/vinbigdata/test/ed0ab46e05f7db39ec99200482833f63.png: 512x512 1 Calcification, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 10 Pleural thickenings, Done. (1.457s)\r\n",
      "image 2782/3000 /kaggle/working/../input/vinbigdata/test/ed5e9cc04c7d2b3b3a6f8d9517f2f288.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 2 ILDs, 3 Infiltrations, 2 Lung Opacitys, 2 Other lesions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.435s)\r\n",
      "image 2783/3000 /kaggle/working/../input/vinbigdata/test/ed8eee7061e062987cb2385657477236.png: 512x512 1 Cardiomegaly, 1 Pleural thickening, Done. (1.489s)\r\n",
      "image 2784/3000 /kaggle/working/../input/vinbigdata/test/ed992d1f541f91a21592114096c55cf9.png: 512x512 1 Aortic enlargement, 5 Atelectasiss, 1 Cardiomegaly, 3 Consolidations, 2 Infiltrations, 8 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 3 Pleural effusions, 11 Pleural thickenings, 1 Pneumothorax, 9 Pulmonary fibrosiss, Done. (1.428s)\r\n",
      "image 2785/3000 /kaggle/working/../input/vinbigdata/test/edb0b27fb3602ffb157e5a022e6b5a70.png: 512x512 2 Pleural thickenings, Done. (1.446s)\r\n",
      "image 2786/3000 /kaggle/working/../input/vinbigdata/test/edc89e6e9572acea901d5d41c970dd3d.png: 512x512 2 Aortic enlargements, 4 ILDs, 1 Nodule/Mass, 1 Pulmonary fibrosis, Done. (1.435s)\r\n",
      "image 2787/3000 /kaggle/working/../input/vinbigdata/test/edc8ec18f294ef376864542ed64570ec.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 5 Pleural thickenings, Done. (1.491s)\r\n",
      "image 2788/3000 /kaggle/working/../input/vinbigdata/test/ede4b8a6912f003a15964bac29f56a20.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Lung Opacity, 2 Nodule/Masss, 1 Other lesion, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.427s)\r\n",
      "image 2789/3000 /kaggle/working/../input/vinbigdata/test/edff2d7a316236e57447381af74a7ebf.png: 512x512 5 Aortic enlargements, 3 Calcifications, 1 Cardiomegaly, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 13 Other lesions, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.456s)\r\n",
      "image 2790/3000 /kaggle/working/../input/vinbigdata/test/ee24bfc8651524e8efeee45ff30cb532.png: 512x512 3 Aortic enlargements, 3 Calcifications, 1 Cardiomegaly, 1 Nodule/Mass, 8 Other lesions, Done. (1.493s)\r\n",
      "image 2791/3000 /kaggle/working/../input/vinbigdata/test/ee29da033302291107e61a87de63aee3.png: 512x512 1 Aortic enlargement, 4 Calcifications, 1 Cardiomegaly, 1 ILD, 3 Lung Opacitys, 5 Nodule/Masss, 6 Other lesions, 6 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.447s)\r\n",
      "image 2792/3000 /kaggle/working/../input/vinbigdata/test/ee5abbb404a247b05f2961565a0760f1.png: 512x512 3 Pleural thickenings, Done. (1.449s)\r\n",
      "image 2793/3000 /kaggle/working/../input/vinbigdata/test/ee75644cf6df02e60e3a6b1220b0528f.png: 512x512 1 Pleural effusion, 4 Pleural thickenings, Done. (1.440s)\r\n",
      "image 2794/3000 /kaggle/working/../input/vinbigdata/test/eea860baa10cf65d1fabf38fad5c910e.png: 512x512 1 Cardiomegaly, 1 ILD, 1 Other lesion, 3 Pleural thickenings, Done. (1.816s)\r\n",
      "image 2795/3000 /kaggle/working/../input/vinbigdata/test/eeb1c8fa0a8d21ecd33da05d335d4b18.png: 512x512 1 Aortic enlargement, 4 Pleural thickenings, Done. (1.533s)\r\n",
      "image 2796/3000 /kaggle/working/../input/vinbigdata/test/eeca313945bafd566ba7fe6a22083c8f.png: 512x512 2 Infiltrations, 1 Lung Opacity, 1 Other lesion, 5 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.412s)\r\n",
      "image 2797/3000 /kaggle/working/../input/vinbigdata/test/eed7b2051a72814f598a2325d16613d0.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Nodule/Mass, 1 Other lesion, Done. (1.503s)\r\n",
      "image 2798/3000 /kaggle/working/../input/vinbigdata/test/eee52f4fd64d6f8a197abdf7ac27fd1f.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.433s)\r\n",
      "image 2799/3000 /kaggle/working/../input/vinbigdata/test/eefe8288df6d67f2deced0ba60cb7651.png: 512x512 4 ILDs, 1 Infiltration, 3 Other lesions, 3 Pleural thickenings, Done. (1.447s)\r\n",
      "image 2800/3000 /kaggle/working/../input/vinbigdata/test/ef2567e0167789de5b10ad9fc67f29df.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 Nodule/Masss, 1 Other lesion, 3 Pleural thickenings, Done. (1.838s)\r\n",
      "image 2801/3000 /kaggle/working/../input/vinbigdata/test/ef42c05690b4c16e88cf39481420b779.png: 512x512 1 Consolidation, 2 ILDs, 3 Infiltrations, 3 Lung Opacitys, 2 Nodule/Masss, 3 Other lesions, 2 Pulmonary fibrosiss, Done. (1.435s)\r\n",
      "image 2802/3000 /kaggle/working/../input/vinbigdata/test/ef5443eef2359a9882e61754855887cb.png: 512x512 2 Aortic enlargements, 3 Calcifications, 3 Consolidations, 4 ILDs, 5 Infiltrations, 6 Lung Opacitys, 6 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 7 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.455s)\r\n",
      "image 2803/3000 /kaggle/working/../input/vinbigdata/test/ef7f329f4e29124e1d3bfec2b974f83c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.448s)\r\n",
      "image 2804/3000 /kaggle/working/../input/vinbigdata/test/ef80aa87c223632f7522be728bd62e2e.png: 512x512 3 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 1 Other lesion, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.479s)\r\n",
      "image 2805/3000 /kaggle/working/../input/vinbigdata/test/ef840fd4320e6048b9ef9cc0bf7b90d4.png: 512x512 1 Aortic enlargement, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.435s)\r\n",
      "image 2806/3000 /kaggle/working/../input/vinbigdata/test/efa7592fab822d9a1d6dc92d31e41fa1.png: 512x512 1 Aortic enlargement, 4 Calcifications, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 4 Other lesions, 3 Pleural effusions, 8 Pleural thickenings, 1 Pneumothorax, 3 Pulmonary fibrosiss, Done. (1.448s)\r\n",
      "image 2807/3000 /kaggle/working/../input/vinbigdata/test/efaa3db93267375dcd48555debfaef9b.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Consolidation, 4 Lung Opacitys, 8 Nodule/Masss, 3 Other lesions, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.443s)\r\n",
      "image 2808/3000 /kaggle/working/../input/vinbigdata/test/efafd855e44f0902661c53dc1d5466b4.png: 512x512 2 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 1 Consolidation, 1 ILD, 1 Lung Opacity, 1 Nodule/Mass, 4 Other lesions, 2 Pleural effusions, 3 Pleural thickenings, Done. (1.441s)\r\n",
      "image 2809/3000 /kaggle/working/../input/vinbigdata/test/efbe54fcf4bdab5041ecdf15af5fcd52.png: 512x512 7 Aortic enlargements, 6 Calcifications, 3 Cardiomegalys, 6 Nodule/Masss, 8 Other lesions, 1 Pleural thickening, 1 Pneumothorax, Done. (1.469s)\r\n",
      "image 2810/3000 /kaggle/working/../input/vinbigdata/test/f006d5b6887dc0c7fa570aeb9df2eea1.png: 512x512 3 Pleural thickenings, Done. (1.442s)\r\n",
      "image 2811/3000 /kaggle/working/../input/vinbigdata/test/f00ca048153e98ae17200c59e46d1212.png: 512x512 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pulmonary fibrosis, Done. (1.428s)\r\n",
      "image 2812/3000 /kaggle/working/../input/vinbigdata/test/f026b34e04a2bfc6327f2218cf47cd73.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 8 Pleural thickenings, Done. (1.502s)\r\n",
      "image 2813/3000 /kaggle/working/../input/vinbigdata/test/f030f0fa1c11c6f00d7d14bb95913fa3.png: 512x512 1 ILD, 1 Other lesion, Done. (1.430s)\r\n",
      "image 2814/3000 /kaggle/working/../input/vinbigdata/test/f0310a7e6a81b1a7efc5ef323727e974.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, Done. (1.432s)\r\n",
      "image 2815/3000 /kaggle/working/../input/vinbigdata/test/f03c691227ab4d5df7de366b47d8069b.png: 512x512 1 Aortic enlargement, 1 Other lesion, 3 Pleural thickenings, Done. (1.792s)\r\n",
      "image 2816/3000 /kaggle/working/../input/vinbigdata/test/f058c6ba1cd65bc8ec4947d12f45d81d.png: 512x512 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 1 Pleural thickening, Done. (1.509s)\r\n",
      "image 2817/3000 /kaggle/working/../input/vinbigdata/test/f05d1a0a4071c8f6e685d37e0a4ceafd.png: 512x512 1 Aortic enlargement, 1 Other lesion, 2 Pleural thickenings, Done. (1.421s)\r\n",
      "image 2818/3000 /kaggle/working/../input/vinbigdata/test/f064fef0a9542fb09bec9faa70a718d6.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 3 ILDs, 3 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 6 Other lesions, 15 Pleural thickenings, 23 Pulmonary fibrosiss, Done. (1.442s)\r\n",
      "image 2819/3000 /kaggle/working/../input/vinbigdata/test/f06b3e9d9422ea8de3b22d5db99913f5.png: 512x512 Done. (1.493s)\r\n",
      "image 2820/3000 /kaggle/working/../input/vinbigdata/test/f075d4f926c4130f37b341da61efaf60.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 5 Pleural thickenings, Done. (1.441s)\r\n",
      "image 2821/3000 /kaggle/working/../input/vinbigdata/test/f0aaa2b7efab4e31457267461744f53c.png: 512x512 3 Aortic enlargements, 3 Calcifications, 1 Consolidation, 6 ILDs, 9 Infiltrations, 10 Lung Opacitys, 5 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 11 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (2.143s)\r\n",
      "image 2822/3000 /kaggle/working/../input/vinbigdata/test/f0c45aa5f538374004270660dd339e0c.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 1 Other lesion, 6 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.452s)\r\n",
      "image 2823/3000 /kaggle/working/../input/vinbigdata/test/f0ce214777f0b2c457e7456b5349ba89.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 ILD, 1 Lung Opacity, 5 Nodule/Masss, 7 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.452s)\r\n",
      "image 2824/3000 /kaggle/working/../input/vinbigdata/test/f0f700707355c83f4142ee3358fd1a78.png: 512x512 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.456s)\r\n",
      "image 2825/3000 /kaggle/working/../input/vinbigdata/test/f0f97aabfd0b5da7f290723a91b4e74f.png: 512x512 1 Aortic enlargement, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.446s)\r\n",
      "image 2826/3000 /kaggle/working/../input/vinbigdata/test/f1065eb06f92ed25f8be067394d12aa4.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.499s)\r\n",
      "image 2827/3000 /kaggle/working/../input/vinbigdata/test/f1346d86077f3f3014e64112a8e72eef.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, Done. (1.440s)\r\n",
      "image 2828/3000 /kaggle/working/../input/vinbigdata/test/f165cc0d9b3e0860a6aa4ea2079ef2e3.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.410s)\r\n",
      "image 2829/3000 /kaggle/working/../input/vinbigdata/test/f18f78dc60869c8b9e96393876669b9e.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 3 Other lesions, 2 Pleural thickenings, Done. (1.427s)\r\n",
      "image 2830/3000 /kaggle/working/../input/vinbigdata/test/f1ae5125f7a72feed87fc0afa919b261.png: 512x512 1 Cardiomegaly, 1 ILD, 3 Other lesions, 2 Pleural thickenings, Done. (1.459s)\r\n",
      "image 2831/3000 /kaggle/working/../input/vinbigdata/test/f1af2617d49d2b413f6356860972c52f.png: 512x512 1 Nodule/Mass, 2 Pleural effusions, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.464s)\r\n",
      "image 2832/3000 /kaggle/working/../input/vinbigdata/test/f1bf0692779f838803453642c8f17c66.png: 512x512 1 Aortic enlargement, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.444s)\r\n",
      "image 2833/3000 /kaggle/working/../input/vinbigdata/test/f1bf11a8a2164e6adc930df26a5dd75e.png: 512x512 1 Pleural effusion, 2 Pleural thickenings, Done. (1.489s)\r\n",
      "image 2834/3000 /kaggle/working/../input/vinbigdata/test/f1c8c1427d797062d35457c3d54bce52.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Consolidation, 3 ILDs, 3 Infiltrations, 4 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 4 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.453s)\r\n",
      "image 2835/3000 /kaggle/working/../input/vinbigdata/test/f1c94b69b9f1468a758cf2a8b5825716.png: 512x512 2 Other lesions, 2 Pulmonary fibrosiss, Done. (1.483s)\r\n",
      "image 2836/3000 /kaggle/working/../input/vinbigdata/test/f1e4ac8d6db9d986fbff411c6a314857.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 5 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.956s)\r\n",
      "image 2837/3000 /kaggle/working/../input/vinbigdata/test/f1eb2216d773ced6330b1f31e18f04f8.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 2 Consolidations, 1 Infiltration, 2 Lung Opacitys, 3 Nodule/Masss, 2 Other lesions, 4 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.536s)\r\n",
      "image 2838/3000 /kaggle/working/../input/vinbigdata/test/f20a7f9e51501b58856fdca5421f360a.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 2 Pleural effusions, 4 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.481s)\r\n",
      "image 2839/3000 /kaggle/working/../input/vinbigdata/test/f2214d1382839dbba476889ad286d8db.png: 512x512 2 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.477s)\r\n",
      "image 2840/3000 /kaggle/working/../input/vinbigdata/test/f2385e76586b911c47398381b3ab3dd3.png: 512x512 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 2 Pleural effusions, 7 Pleural thickenings, Done. (1.650s)\r\n",
      "image 2841/3000 /kaggle/working/../input/vinbigdata/test/f245dd1ae0f1919c98f3cc4e2c8765c3.png: 512x512 3 Aortic enlargements, 2 Atelectasiss, 4 Calcifications, 2 Cardiomegalys, 9 Consolidations, 11 ILDs, 17 Infiltrations, 23 Lung Opacitys, 28 Nodule/Masss, 18 Other lesions, 3 Pleural effusions, 16 Pleural thickenings, 41 Pulmonary fibrosiss, Done. (1.658s)\r\n",
      "image 2842/3000 /kaggle/working/../input/vinbigdata/test/f2cee76e8d488de8de9a602b505cfe9d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Other lesion, 1 Pleural thickening, Done. (2.151s)\r\n",
      "image 2843/3000 /kaggle/working/../input/vinbigdata/test/f2e14d97296090e665581a5822208ba2.png: 512x512 3 Aortic enlargements, 2 Atelectasiss, 3 Calcifications, 3 Cardiomegalys, 2 Consolidations, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 9 Other lesions, 6 Pleural effusions, 3 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.593s)\r\n",
      "image 2844/3000 /kaggle/working/../input/vinbigdata/test/f2f0b6c373587033789cbae6a918d847.png: 512x512 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.554s)\r\n",
      "image 2845/3000 /kaggle/working/../input/vinbigdata/test/f2f8952624cb775e2a72b5e73e29d57b.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 2 Nodule/Masss, 2 Other lesions, Done. (1.544s)\r\n",
      "image 2846/3000 /kaggle/working/../input/vinbigdata/test/f2fd066f221a835b1c68b24dcbeddc14.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 9 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.579s)\r\n",
      "image 2847/3000 /kaggle/working/../input/vinbigdata/test/f3166688ad9e67fe8aa9f54e05bece5e.png: 512x512 1 Aortic enlargement, 2 Cardiomegalys, 1 Lung Opacity, 4 Other lesions, 3 Pleural effusions, 8 Pleural thickenings, Done. (1.729s)\r\n",
      "image 2848/3000 /kaggle/working/../input/vinbigdata/test/f316834a24c622f77486c596acfb46c9.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 4 Pleural thickenings, Done. (1.617s)\r\n",
      "image 2849/3000 /kaggle/working/../input/vinbigdata/test/f31c9526ebdf691e426925e8da3af65c.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 2 ILDs, 4 Infiltrations, 3 Lung Opacitys, 4 Other lesions, 5 Pleural effusions, 9 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.540s)\r\n",
      "image 2850/3000 /kaggle/working/../input/vinbigdata/test/f3426b51acbf433d03c5f84a5d16c0d3.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Consolidation, 4 ILDs, 5 Infiltrations, 7 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 11 Pleural thickenings, 11 Pulmonary fibrosiss, Done. (1.576s)\r\n",
      "image 2851/3000 /kaggle/working/../input/vinbigdata/test/f362fd880b0149646ccbb760be5f6354.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.630s)\r\n",
      "image 2852/3000 /kaggle/working/../input/vinbigdata/test/f3699d3679128726466b307f7a7cba73.png: 512x512 1 Aortic enlargement, 1 Infiltration, 1 Nodule/Mass, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.490s)\r\n",
      "image 2853/3000 /kaggle/working/../input/vinbigdata/test/f3a7ef6a3a8ca6ba35f19fdd3773912a.png: 512x512 1 Cardiomegaly, 1 Other lesion, 5 Pleural thickenings, Done. (1.511s)\r\n",
      "image 2854/3000 /kaggle/working/../input/vinbigdata/test/f3da3f6e8cbc9b17d27754339b0b2311.png: 512x512 1 Aortic enlargement, 1 ILD, 2 Pleural effusions, 8 Pleural thickenings, Done. (1.538s)\r\n",
      "image 2855/3000 /kaggle/working/../input/vinbigdata/test/f3e203d1372f41c6d574914254cb6529.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 9 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.742s)\r\n",
      "image 2856/3000 /kaggle/working/../input/vinbigdata/test/f40d9ec43c1455414421a190344498a6.png: 512x512 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.725s)\r\n",
      "image 2857/3000 /kaggle/working/../input/vinbigdata/test/f417b4769acedb45cf83492c0a79774b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Other lesions, 6 Pleural thickenings, Done. (1.440s)\r\n",
      "image 2858/3000 /kaggle/working/../input/vinbigdata/test/f4228d13c7086bff401a1fdd7e5f4684.png: 512x512 2 Aortic enlargements, 2 Cardiomegalys, 1 Consolidation, 6 ILDs, 4 Infiltrations, 3 Lung Opacitys, 1 Nodule/Mass, 10 Other lesions, 3 Pleural effusions, 12 Pleural thickenings, 1 Pneumothorax, 9 Pulmonary fibrosiss, Done. (1.431s)\r\n",
      "image 2859/3000 /kaggle/working/../input/vinbigdata/test/f4369698e1827c458d3c316fc09111a5.png: 512x512 4 Pleural thickenings, Done. (1.472s)\r\n",
      "image 2860/3000 /kaggle/working/../input/vinbigdata/test/f490b80263d4ef522a9f73e22201c73b.png: 512x512 4 Pleural thickenings, Done. (1.509s)\r\n",
      "image 2861/3000 /kaggle/working/../input/vinbigdata/test/f49a4d12c7b619760bfc173c183e0f3a.png: 512x512 1 Aortic enlargement, 1 Consolidation, 1 Infiltration, 4 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.500s)\r\n",
      "image 2862/3000 /kaggle/working/../input/vinbigdata/test/f4c7a984e4c5c33174f6132f47a3a6f7.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 6 Pleural thickenings, 1 Pulmonary fibrosis, Done. (2.158s)\r\n",
      "image 2863/3000 /kaggle/working/../input/vinbigdata/test/f4d47aa68af0a6a3b5ca91e721707421.png: 512x512 1 Cardiomegaly, 2 ILDs, 1 Pleural thickening, Done. (1.481s)\r\n",
      "image 2864/3000 /kaggle/working/../input/vinbigdata/test/f4d61d727424622b8c54212967467c32.png: 512x512 1 Aortic enlargement, 5 Pleural thickenings, Done. (1.465s)\r\n",
      "image 2865/3000 /kaggle/working/../input/vinbigdata/test/f4e77a5ddc822faaf55570590689466b.png: 512x512 1 Cardiomegaly, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.459s)\r\n",
      "image 2866/3000 /kaggle/working/../input/vinbigdata/test/f4ef27a5e6ff0608dd0732509f077d98.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.466s)\r\n",
      "image 2867/3000 /kaggle/working/../input/vinbigdata/test/f54bd15a6816454bbd8c5306af16a730.png: 512x512 1 Pleural effusion, 4 Pleural thickenings, Done. (1.544s)\r\n",
      "image 2868/3000 /kaggle/working/../input/vinbigdata/test/f54d1a125632850b7774cd5144ad3bc2.png: 512x512 1 Other lesion, 2 Pleural effusions, 5 Pleural thickenings, Done. (1.514s)\r\n",
      "image 2869/3000 /kaggle/working/../input/vinbigdata/test/f558366fc11e15db8e92a1d7d78c4585.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.575s)\r\n",
      "image 2870/3000 /kaggle/working/../input/vinbigdata/test/f55c5c848362cf7bbf62a791ce585cbc.png: 512x512 4 Pleural thickenings, Done. (1.575s)\r\n",
      "image 2871/3000 /kaggle/working/../input/vinbigdata/test/f592ac6b878d2b7929e3723347f2cfd4.png: 512x512 1 Aortic enlargement, 2 Other lesions, Done. (1.566s)\r\n",
      "image 2872/3000 /kaggle/working/../input/vinbigdata/test/f599fe9d73fb3cc607a03fb258b7e198.png: 512x512 1 Aortic enlargement, 4 Atelectasiss, 4 Consolidations, 3 Infiltrations, 8 Lung Opacitys, 4 Other lesions, 9 Pleural effusions, 6 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.607s)\r\n",
      "image 2873/3000 /kaggle/working/../input/vinbigdata/test/f5de7e513d2c4085e8b7fd6b5e5db57a.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 2 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 6 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.614s)\r\n",
      "image 2874/3000 /kaggle/working/../input/vinbigdata/test/f5f324fd65b3230f3f9e103dd701ae37.png: 512x512 2 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 2 ILDs, 1 Nodule/Mass, 2 Other lesions, 1 Pulmonary fibrosis, Done. (1.692s)\r\n",
      "image 2875/3000 /kaggle/working/../input/vinbigdata/test/f5f77203f00504c40b45a65d23cd8948.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 6 Pleural thickenings, Done. (1.672s)\r\n",
      "image 2876/3000 /kaggle/working/../input/vinbigdata/test/f62a8210fdd97badd3a850adb5cd2d95.png: 512x512 2 Aortic enlargements, 1 ILD, 1 Other lesion, Done. (2.053s)\r\n",
      "image 2877/3000 /kaggle/working/../input/vinbigdata/test/f631a7b16aa5a67caf2cbe807c068191.png: 512x512 1 Cardiomegaly, 1 Consolidation, 2 Infiltrations, 2 Lung Opacitys, 2 Nodule/Masss, 4 Other lesions, 2 Pleural effusions, 6 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.563s)\r\n",
      "image 2878/3000 /kaggle/working/../input/vinbigdata/test/f6502a2fcaa749e889a4cafb37227248.png: 512x512 1 Cardiomegaly, 3 ILDs, 2 Infiltrations, 2 Lung Opacitys, 1 Other lesion, 1 Pulmonary fibrosis, Done. (1.529s)\r\n",
      "image 2879/3000 /kaggle/working/../input/vinbigdata/test/f688540fa7c5a58e3f5f0d0908a15164.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 2 Consolidations, 3 ILDs, 4 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 9 Other lesions, 1 Pleural thickening, 4 Pulmonary fibrosiss, Done. (1.541s)\r\n",
      "image 2880/3000 /kaggle/working/../input/vinbigdata/test/f6893d46b6ef55936ef1f17a95159304.png: 512x512 1 Pleural effusion, 5 Pleural thickenings, Done. (1.509s)\r\n",
      "image 2881/3000 /kaggle/working/../input/vinbigdata/test/f6a55d8e3471a4cce6e6be9713bf8acc.png: 512x512 1 Aortic enlargement, 1 Consolidation, 1 ILD, 3 Infiltrations, 3 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.586s)\r\n",
      "image 2882/3000 /kaggle/working/../input/vinbigdata/test/f6badb69877d94bde2043ca0ccc971fb.png: 512x512 4 Aortic enlargements, 2 Calcifications, 2 Cardiomegalys, 1 Nodule/Mass, 3 Other lesions, 1 Pleural thickening, Done. (2.122s)\r\n",
      "image 2883/3000 /kaggle/working/../input/vinbigdata/test/f6c2af19972fcdff152db631020f4784.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 2 Infiltrations, 4 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 2 Pleural effusions, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.571s)\r\n",
      "image 2884/3000 /kaggle/working/../input/vinbigdata/test/f6e32738dac91aec6faa814531dcb2d0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Other lesion, 3 Pleural thickenings, Done. (1.527s)\r\n",
      "image 2885/3000 /kaggle/working/../input/vinbigdata/test/f6ed82702d0d0c10a5e4091142c2d484.png: 512x512 1 Infiltration, 1 Lung Opacity, 3 Nodule/Masss, 1 Other lesion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.511s)\r\n",
      "image 2886/3000 /kaggle/working/../input/vinbigdata/test/f6f3cbb0bef5a6d9da3f0cbdb9e94948.png: 512x512 2 Other lesions, 1 Pleural thickening, Done. (1.583s)\r\n",
      "image 2887/3000 /kaggle/working/../input/vinbigdata/test/f6fa36dcae4cfd831f6d5a6bd4520a59.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 ILD, 3 Infiltrations, 4 Lung Opacitys, 6 Nodule/Masss, 5 Other lesions, 2 Pleural effusions, 8 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.640s)\r\n",
      "image 2888/3000 /kaggle/working/../input/vinbigdata/test/f6fa75664ef8fe0877fbf541b589e4c7.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Infiltration, 4 Pleural thickenings, Done. (1.521s)\r\n",
      "image 2889/3000 /kaggle/working/../input/vinbigdata/test/f706b17da0996dc76d0ab344fd0b2ae0.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.562s)\r\n",
      "image 2890/3000 /kaggle/working/../input/vinbigdata/test/f70e426b2d61fb8d53d844e0fdd032a3.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 4 Pleural thickenings, Done. (1.661s)\r\n",
      "image 2891/3000 /kaggle/working/../input/vinbigdata/test/f72a16b39ac8ff4b8f1df59e34710c2b.png: 512x512 1 Cardiomegaly, 6 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.656s)\r\n",
      "image 2892/3000 /kaggle/working/../input/vinbigdata/test/f734d8823f31d805567d6480513003d2.png: 512x512 1 Calcification, 2 Consolidations, 3 ILDs, 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 6 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.602s)\r\n",
      "image 2893/3000 /kaggle/working/../input/vinbigdata/test/f73679fe4e799ced4314a9fec6a054da.png: 512x512 5 Pleural thickenings, Done. (1.547s)\r\n",
      "image 2894/3000 /kaggle/working/../input/vinbigdata/test/f75e7e2b2cf9b30dc523010b12d814f9.png: 512x512 1 Aortic enlargement, 2 Calcifications, 1 Cardiomegaly, 2 ILDs, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.693s)\r\n",
      "image 2895/3000 /kaggle/working/../input/vinbigdata/test/f76c63188029651973219b355e31fa33.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Nodule/Mass, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (2.188s)\r\n",
      "image 2896/3000 /kaggle/working/../input/vinbigdata/test/f7b3414f5897f955261269f1f239c2f0.png: 512x512 1 Aortic enlargement, 1 Consolidation, 3 Lung Opacitys, 5 Other lesions, 3 Pleural effusions, 10 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.643s)\r\n",
      "image 2897/3000 /kaggle/working/../input/vinbigdata/test/f7b383025dbf8471573457bcdb714d84.png: 512x512 1 Pleural thickening, Done. (1.677s)\r\n",
      "image 2898/3000 /kaggle/working/../input/vinbigdata/test/f7c9af76d1b6223f1eef8f20b51f1513.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 2 Pleural effusions, 7 Pleural thickenings, Done. (1.641s)\r\n",
      "image 2899/3000 /kaggle/working/../input/vinbigdata/test/f81818f7d9803fe35faa81fb3ae15856.png: 512x512 2 Aortic enlargements, 5 Calcifications, 1 Cardiomegaly, 1 Consolidation, 6 ILDs, 2 Infiltrations, 2 Lung Opacitys, 3 Nodule/Masss, 11 Other lesions, 2 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.521s)\r\n",
      "image 2900/3000 /kaggle/working/../input/vinbigdata/test/f81edf69d69a4aa3c228a01b01f10b4e.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 2 Other lesions, 4 Pleural thickenings, Done. (1.756s)\r\n",
      "image 2901/3000 /kaggle/working/../input/vinbigdata/test/f84c417ac0bd5d1a874f1c4e788c6b77.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 2 Pleural thickenings, Done. (1.993s)\r\n",
      "image 2902/3000 /kaggle/working/../input/vinbigdata/test/f856141739ad5ef2db75ed7d83feaa83.png: 512x512 10 Pleural thickenings, Done. (1.475s)\r\n",
      "image 2903/3000 /kaggle/working/../input/vinbigdata/test/f864bc5eae01c9a296841fab35367e10.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Infiltration, 4 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 1 Pleural effusion, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.474s)\r\n",
      "image 2904/3000 /kaggle/working/../input/vinbigdata/test/f890e83cfa9198db05bc36b3ffc14c4d.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 2 ILDs, 2 Infiltrations, 3 Lung Opacitys, 1 Other lesion, 1 Pleural effusion, 7 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.501s)\r\n",
      "image 2905/3000 /kaggle/working/../input/vinbigdata/test/f8959ec07e6b04f0e422f2a8fb18e074.png: 512x512 1 Nodule/Mass, 4 Pleural thickenings, Done. (1.458s)\r\n",
      "image 2906/3000 /kaggle/working/../input/vinbigdata/test/f89ab5da4af9b087e43cd09f2ebd8463.png: 512x512 1 Aortic enlargement, 1 Infiltration, 1 Lung Opacity, 1 Nodule/Mass, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.462s)\r\n",
      "image 2907/3000 /kaggle/working/../input/vinbigdata/test/f8be8b8d517d3b48315bbbeda0ad3a79.png: 512x512 2 Aortic enlargements, 2 Atelectasiss, 3 Calcifications, 1 Cardiomegaly, 4 Consolidations, 6 ILDs, 7 Infiltrations, 9 Lung Opacitys, 5 Nodule/Masss, 9 Other lesions, 8 Pleural effusions, 8 Pleural thickenings, 1 Pneumothorax, 5 Pulmonary fibrosiss, Done. (1.529s)\r\n",
      "image 2908/3000 /kaggle/working/../input/vinbigdata/test/f8d475279c79dfa992b6857acd6a090d.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.458s)\r\n",
      "image 2909/3000 /kaggle/working/../input/vinbigdata/test/f8d52e02d30cc651cf9f0dd9faf5970d.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.451s)\r\n",
      "image 2910/3000 /kaggle/working/../input/vinbigdata/test/f8ee5a665c0609e1058aa5eee51f90eb.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Nodule/Mass, 3 Pleural thickenings, Done. (1.485s)\r\n",
      "image 2911/3000 /kaggle/working/../input/vinbigdata/test/f8f82030def9bc103a16dba159f0b957.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 4 Pleural thickenings, Done. (1.480s)\r\n",
      "image 2912/3000 /kaggle/working/../input/vinbigdata/test/f91f6cc13266b906c5840fbb73efd9b5.png: 512x512 1 Aortic enlargement, 1 Other lesion, 2 Pleural effusions, 8 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.476s)\r\n",
      "image 2913/3000 /kaggle/working/../input/vinbigdata/test/f923cd5cb2daf790272dbef850f5647b.png: 512x512 1 Cardiomegaly, 3 ILDs, 2 Other lesions, 1 Pleural effusion, 1 Pleural thickening, Done. (1.495s)\r\n",
      "image 2914/3000 /kaggle/working/../input/vinbigdata/test/f951f6a6d4fd2ac09f5e95a33c731a38.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.551s)\r\n",
      "image 2915/3000 /kaggle/working/../input/vinbigdata/test/f97f805bdf52c0809cb1bc43da319f64.png: 512x512 1 Aortic enlargement, 1 Infiltration, 3 Lung Opacitys, 2 Other lesions, 10 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (2.034s)\r\n",
      "image 2916/3000 /kaggle/working/../input/vinbigdata/test/f985935c1c34308b60dc8b75d207e669.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Other lesions, 1 Pleural thickening, Done. (1.502s)\r\n",
      "image 2917/3000 /kaggle/working/../input/vinbigdata/test/f9a162208a90cf000184cf1798c0d2f0.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 ILDs, 2 Infiltrations, 2 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 2 Pleural effusions, 5 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.500s)\r\n",
      "image 2918/3000 /kaggle/working/../input/vinbigdata/test/fa1f952dd2567c9e516cae5a59c30692.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.524s)\r\n",
      "image 2919/3000 /kaggle/working/../input/vinbigdata/test/fa3640d131e70778d70164f476b828d9.png: 512x512 1 Aortic enlargement, 4 Atelectasiss, 2 Calcifications, 2 Cardiomegalys, 5 Consolidations, 4 ILDs, 5 Infiltrations, 13 Lung Opacitys, 4 Nodule/Masss, 5 Other lesions, 16 Pleural effusions, 15 Pleural thickenings, 12 Pulmonary fibrosiss, Done. (1.494s)\r\n",
      "image 2920/3000 /kaggle/working/../input/vinbigdata/test/fa4aa1bac27679cc1aeafa437ee00030.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural effusion, 2 Pleural thickenings, Done. (1.466s)\r\n",
      "image 2921/3000 /kaggle/working/../input/vinbigdata/test/fa65f9c4a8e431255655cebb6606f71b.png: 512x512 1 Aortic enlargement, 1 Nodule/Mass, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, Done. (2.191s)\r\n",
      "image 2922/3000 /kaggle/working/../input/vinbigdata/test/fa7345f6e9515223cc3f3fc88651d940.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Other lesion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.489s)\r\n",
      "image 2923/3000 /kaggle/working/../input/vinbigdata/test/fabac1af1db73f2ee503f521e9659b72.png: 512x512 4 Aortic enlargements, 1 Calcification, 2 Cardiomegalys, 3 Other lesions, 1 Pleural thickening, Done. (1.471s)\r\n",
      "image 2924/3000 /kaggle/working/../input/vinbigdata/test/face7d0feea230cb057697e34fcb3ad3.png: 512x512 1 Cardiomegaly, 1 Nodule/Mass, 4 Pleural thickenings, Done. (1.461s)\r\n",
      "image 2925/3000 /kaggle/working/../input/vinbigdata/test/fad4bd66087b5d10e190636698e66c2a.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Consolidations, 1 ILD, 2 Infiltrations, 4 Lung Opacitys, 1 Nodule/Mass, 2 Other lesions, 5 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.476s)\r\n",
      "image 2926/3000 /kaggle/working/../input/vinbigdata/test/faf31cf12d432065854dc97944072e2a.png: 512x512 3 Aortic enlargements, 2 Cardiomegalys, 1 ILD, Done. (1.455s)\r\n",
      "image 2927/3000 /kaggle/working/../input/vinbigdata/test/fb029eba1fbb59352e370f1ce93dfc92.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 2 Nodule/Masss, 2 Other lesions, Done. (1.498s)\r\n",
      "image 2928/3000 /kaggle/working/../input/vinbigdata/test/fb0b3aea7b0a3ced3aff87fd302c9ffd.png: 512x512 1 Aortic enlargement, 1 Other lesion, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.580s)\r\n",
      "image 2929/3000 /kaggle/working/../input/vinbigdata/test/fb0cfde02670fe81d340cd708e2a30be.png: 512x512 2 Pleural effusions, 9 Pleural thickenings, Done. (1.467s)\r\n",
      "image 2930/3000 /kaggle/working/../input/vinbigdata/test/fb1150a90723df92e2385c956db5aeef.png: 512x512 3 Aortic enlargements, 1 Calcification, 3 Cardiomegalys, 9 ILDs, 3 Infiltrations, 4 Other lesions, 3 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.449s)\r\n",
      "image 2931/3000 /kaggle/working/../input/vinbigdata/test/fb36e668ed268bf65084fe3d1ff7a21f.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 6 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.450s)\r\n",
      "image 2932/3000 /kaggle/working/../input/vinbigdata/test/fb3feb007c2e3a70ddc7cec5041da44b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 7 Pleural thickenings, Done. (1.465s)\r\n",
      "image 2933/3000 /kaggle/working/../input/vinbigdata/test/fb4dfacc089f4b5550f03f52e706b6f2.png: 512x512 3 Aortic enlargements, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.511s)\r\n",
      "image 2934/3000 /kaggle/working/../input/vinbigdata/test/fb54964c02f4f032a4f6bcf34045e8d7.png: 512x512 1 Atelectasis, 1 Calcification, 1 Lung Opacity, 1 Nodule/Mass, 3 Other lesions, 1 Pleural effusion, 12 Pleural thickenings, 10 Pulmonary fibrosiss, Done. (1.485s)\r\n",
      "image 2935/3000 /kaggle/working/../input/vinbigdata/test/fb5970d513055c03b3b04ca6a05387ff.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 3 Pleural thickenings, 1 Pneumothorax, 1 Pulmonary fibrosis, Done. (1.908s)\r\n",
      "image 2936/3000 /kaggle/working/../input/vinbigdata/test/fb8662dca9f73c181fb881030965e9ac.png: 512x512 1 Cardiomegaly, 1 Pleural effusion, 8 Pleural thickenings, Done. (1.552s)\r\n",
      "image 2937/3000 /kaggle/working/../input/vinbigdata/test/fb96a81650614fc467bc6e5af94543b8.png: 512x512 3 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 5 ILDs, 1 Infiltration, 1 Lung Opacity, 2 Nodule/Masss, 8 Other lesions, 2 Pulmonary fibrosiss, Done. (1.471s)\r\n",
      "image 2938/3000 /kaggle/working/../input/vinbigdata/test/fb9b085e1317914e23c85afd77a1bb5d.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 7 Pleural thickenings, Done. (1.467s)\r\n",
      "image 2939/3000 /kaggle/working/../input/vinbigdata/test/fbbbec8a08c3776eb788dfa24e96c116.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 3 Pleural thickenings, Done. (1.503s)\r\n",
      "image 2940/3000 /kaggle/working/../input/vinbigdata/test/fbd5bb501e278b0bb3cd4cf1c2c6f7f9.png: 512x512 2 Aortic enlargements, 4 Calcifications, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, Done. (1.500s)\r\n",
      "image 2941/3000 /kaggle/working/../input/vinbigdata/test/fc13de6ab8c42584502e004a4ed512af.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Other lesion, 3 Pleural thickenings, Done. (1.468s)\r\n",
      "image 2942/3000 /kaggle/working/../input/vinbigdata/test/fc28fc9ede2c505c2125343c048124b6.png: 512x512 1 Aortic enlargement, 1 ILD, 6 Pleural thickenings, Done. (2.176s)\r\n",
      "image 2943/3000 /kaggle/working/../input/vinbigdata/test/fc303d1541385851384ebc0ff05fc395.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 3 Pleural thickenings, Done. (1.445s)\r\n",
      "image 2944/3000 /kaggle/working/../input/vinbigdata/test/fc30d2602692d0561aaa1f5cc14ca841.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Other lesion, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.461s)\r\n",
      "image 2945/3000 /kaggle/working/../input/vinbigdata/test/fc4380d16e53e9b9bad5942b31d75f48.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.435s)\r\n",
      "image 2946/3000 /kaggle/working/../input/vinbigdata/test/fc460aa7f3cdc18f224d1de7aa405893.png: 512x512 2 Aortic enlargements, 1 Calcification, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, Done. (1.441s)\r\n",
      "image 2947/3000 /kaggle/working/../input/vinbigdata/test/fc49e387cd9955fc80d0124967ef303b.png: 512x512 1 ILD, Done. (1.411s)\r\n",
      "image 2948/3000 /kaggle/working/../input/vinbigdata/test/fc4c2d3ed1870a845a6aafc7112878df.png: 512x512 3 ILDs, 7 Other lesions, 1 Pleural effusion, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.431s)\r\n",
      "image 2949/3000 /kaggle/working/../input/vinbigdata/test/fc4f13bf010ff3a5c661290a4e8fc2e2.png: 512x512 1 Aortic enlargement, 1 ILD, 1 Lung Opacity, 2 Other lesions, 2 Pleural effusions, 8 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.528s)\r\n",
      "image 2950/3000 /kaggle/working/../input/vinbigdata/test/fc853c552cdae3eb0eb78f6101922b06.png: 512x512 3 Aortic enlargements, 4 Calcifications, 2 Cardiomegalys, 4 ILDs, 1 Infiltration, 1 Lung Opacity, 4 Nodule/Masss, 6 Other lesions, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.460s)\r\n",
      "image 2951/3000 /kaggle/working/../input/vinbigdata/test/fc94cb673061ef39128437a97f960704.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Other lesions, 4 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.518s)\r\n",
      "image 2952/3000 /kaggle/working/../input/vinbigdata/test/fcac5aea85139181c71e7e21ed9f2029.png: 512x512 2 Pleural effusions, 7 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.489s)\r\n",
      "image 2953/3000 /kaggle/working/../input/vinbigdata/test/fcb5a0f8641a4e607de596e96eebca8a.png: 512x512 2 Aortic enlargements, 1 Infiltration, 4 Lung Opacitys, 3 Nodule/Masss, 6 Other lesions, 3 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.454s)\r\n",
      "image 2954/3000 /kaggle/working/../input/vinbigdata/test/fcc202f312900fdff3053fcd45fe17e7.png: 512x512 1 ILD, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.457s)\r\n",
      "image 2955/3000 /kaggle/working/../input/vinbigdata/test/fcc5d1a7ca6ebf34571e1213939e60c2.png: 512x512 2 Aortic enlargements, 2 Calcifications, 1 Cardiomegaly, 1 Infiltration, 2 Lung Opacitys, 1 Nodule/Mass, 7 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.452s)\r\n",
      "image 2956/3000 /kaggle/working/../input/vinbigdata/test/fccdeeae9c0bd0c2e13d2e9220ada9a4.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 5 Pleural thickenings, Done. (1.945s)\r\n",
      "image 2957/3000 /kaggle/working/../input/vinbigdata/test/fcdd777de2f86604758044246dd7bebb.png: 512x512 1 Aortic enlargement, 1 Other lesion, 5 Pleural thickenings, Done. (1.872s)\r\n",
      "image 2958/3000 /kaggle/working/../input/vinbigdata/test/fcf7c70f3a6b9ee5a93a8b1d21c06513.png: 512x512 1 Aortic enlargement, 1 Calcification, 2 ILDs, 2 Infiltrations, 3 Lung Opacitys, 4 Nodule/Masss, 4 Other lesions, 4 Pleural thickenings, 13 Pulmonary fibrosiss, Done. (1.799s)\r\n",
      "image 2959/3000 /kaggle/working/../input/vinbigdata/test/fd0f5d8a369ce5026ea3be06a64980f5.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 1 Other lesion, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.706s)\r\n",
      "image 2960/3000 /kaggle/working/../input/vinbigdata/test/fd16e07868605bc0136a2884be2742cb.png: 512x512 5 Aortic enlargements, 3 Cardiomegalys, 1 ILD, 1 Other lesion, 3 Pleural thickenings, 1 Pulmonary fibrosis, Done. (1.590s)\r\n",
      "image 2961/3000 /kaggle/working/../input/vinbigdata/test/fd1952a0bbb148711493e3fd73ba1160.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 3 Calcifications, 2 Consolidations, 2 ILDs, 2 Infiltrations, 2 Lung Opacitys, 3 Nodule/Masss, 4 Other lesions, 2 Pleural effusions, 9 Pleural thickenings, 7 Pulmonary fibrosiss, Done. (1.767s)\r\n",
      "image 2962/3000 /kaggle/working/../input/vinbigdata/test/fd2e07088ff35c77448f636ad1816039.png: 512x512 Done. (2.670s)\r\n",
      "image 2963/3000 /kaggle/working/../input/vinbigdata/test/fd2e0ef3254e46ba1716bcd5e885f355.png: 512x512 3 Other lesions, Done. (1.611s)\r\n",
      "image 2964/3000 /kaggle/working/../input/vinbigdata/test/fd332164e7924efb4e11f3186bc8fa4d.png: 512x512 1 Pleural thickening, Done. (2.203s)\r\n",
      "image 2965/3000 /kaggle/working/../input/vinbigdata/test/fd3f2abb3ba1d00026654a220d53d9bb.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.452s)\r\n",
      "image 2966/3000 /kaggle/working/../input/vinbigdata/test/fd4b7dcfd91bdd1a5b51e96e6e0fe931.png: 512x512 1 Pleural effusion, 7 Pleural thickenings, Done. (1.499s)\r\n",
      "image 2967/3000 /kaggle/working/../input/vinbigdata/test/fd536e3e8f6f2336f27c76360c183b72.png: 512x512 1 Other lesion, 1 Pleural thickening, Done. (1.486s)\r\n",
      "image 2968/3000 /kaggle/working/../input/vinbigdata/test/fd6032971f08b0246235cd6c3f09fbae.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Infiltration, 1 Lung Opacity, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.537s)\r\n",
      "image 2969/3000 /kaggle/working/../input/vinbigdata/test/fd63afac528fb70393d1ca8f442427c4.png: 512x512 1 Aortic enlargement, 6 Pleural thickenings, Done. (1.491s)\r\n",
      "image 2970/3000 /kaggle/working/../input/vinbigdata/test/fd6b274f9e2ef0f660d52ed947e58ac3.png: 512x512 4 Pleural thickenings, Done. (1.566s)\r\n",
      "image 2971/3000 /kaggle/working/../input/vinbigdata/test/fdb8f8b25494dfa7024c24e61a56edb4.png: 512x512 2 Aortic enlargements, 3 Other lesions, Done. (1.580s)\r\n",
      "image 2972/3000 /kaggle/working/../input/vinbigdata/test/fdc79ca123f665375a024d95fce24af4.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 2 Pleural thickenings, Done. (1.543s)\r\n",
      "image 2973/3000 /kaggle/working/../input/vinbigdata/test/fdd767c47adfda2c9fa48f5da76bc306.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 3 Pleural thickenings, Done. (1.566s)\r\n",
      "image 2974/3000 /kaggle/working/../input/vinbigdata/test/fdd95f330fd8f4f38dd7a2ba61efc281.png: 512x512 1 Aortic enlargement, 2 Atelectasiss, 1 Calcification, 3 Consolidations, 3 ILDs, 4 Infiltrations, 7 Lung Opacitys, 12 Nodule/Masss, 7 Other lesions, 7 Pleural effusions, 8 Pleural thickenings, 8 Pulmonary fibrosiss, Done. (1.770s)\r\n",
      "image 2975/3000 /kaggle/working/../input/vinbigdata/test/fdf3edb12e482493b9698d76dced9395.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 ILD, 2 Infiltrations, 2 Lung Opacitys, 2 Other lesions, 3 Pleural thickenings, Done. (1.834s)\r\n",
      "image 2976/3000 /kaggle/working/../input/vinbigdata/test/fdf93ea409b0d2e4a8a1ba885caa59e4.png: 512x512 1 Aortic enlargement, 1 Pleural effusion, 6 Pleural thickenings, Done. (1.529s)\r\n",
      "image 2977/3000 /kaggle/working/../input/vinbigdata/test/fe07298fa1a9109de51c57e56a202df3.png: 512x512 2 Aortic enlargements, 1 Nodule/Mass, 1 Other lesion, 2 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.513s)\r\n",
      "image 2978/3000 /kaggle/working/../input/vinbigdata/test/fe2fe500ecf08063f5ecd579ae4a597b.png: 512x512 5 Calcifications, 3 Lung Opacitys, 4 Nodule/Masss, 5 Other lesions, 1 Pleural effusion, 5 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.514s)\r\n",
      "image 2979/3000 /kaggle/working/../input/vinbigdata/test/fe52d8c7ce9e6f9435fcd3438aa19da7.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Pleural effusion, 4 Pleural thickenings, Done. (1.553s)\r\n",
      "image 2980/3000 /kaggle/working/../input/vinbigdata/test/fe575088773e7c886725716944e0840b.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Pleural thickening, Done. (1.549s)\r\n",
      "image 2981/3000 /kaggle/working/../input/vinbigdata/test/fe5c2e4756820873cd6e8332ad4c2e12.png: 512x512 1 Aortic enlargement, 3 Pleural thickenings, Done. (1.573s)\r\n",
      "image 2982/3000 /kaggle/working/../input/vinbigdata/test/fe619a02b19b72ad527dc3e8642f4afd.png: 512x512 3 Aortic enlargements, 1 Atelectasis, 1 Calcification, 8 ILDs, 2 Infiltrations, 2 Lung Opacitys, 3 Other lesions, 2 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (2.410s)\r\n",
      "image 2983/3000 /kaggle/working/../input/vinbigdata/test/fe62409506fa9ca50424e85c378d30da.png: 512x512 1 Aortic enlargement, 1 Infiltration, 1 Lung Opacity, 1 Other lesion, 1 Pleural effusion, 5 Pleural thickenings, 5 Pulmonary fibrosiss, Done. (1.646s)\r\n",
      "image 2984/3000 /kaggle/working/../input/vinbigdata/test/fe9e6f46bf0cb223e745dc1919564bd2.png: 512x512 1 Aortic enlargement, 1 Consolidation, 2 Infiltrations, 3 Lung Opacitys, 4 Nodule/Masss, 2 Other lesions, 1 Pleural effusion, 4 Pleural thickenings, 4 Pulmonary fibrosiss, Done. (1.648s)\r\n",
      "image 2985/3000 /kaggle/working/../input/vinbigdata/test/fec9ed851b88f98a1c964179c5340d54.png: 512x512 1 Aortic enlargement, 1 Atelectasis, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 3 Lung Opacitys, 3 Nodule/Masss, 9 Other lesions, 1 Pleural effusion, 2 Pleural thickenings, 2 Pulmonary fibrosiss, Done. (1.544s)\r\n",
      "image 2986/3000 /kaggle/working/../input/vinbigdata/test/fed370b0c413ea8bb9881636a6018ed2.png: 512x512 2 Cardiomegalys, 2 ILDs, 1 Nodule/Mass, 2 Other lesions, 1 Pleural thickening, Done. (1.561s)\r\n",
      "image 2987/3000 /kaggle/working/../input/vinbigdata/test/fee4f8011baa2854351eb2d744f0fbb1.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 3 ILDs, 1 Infiltration, 5 Other lesions, 5 Pleural thickenings, 4 Pneumothoraxs, 4 Pulmonary fibrosiss, Done. (1.541s)\r\n",
      "image 2988/3000 /kaggle/working/../input/vinbigdata/test/ff19d9358c15fa5716e40336740b4038.png: 512x512 1 Aortic enlargement, 3 Consolidations, 1 ILD, 3 Infiltrations, 6 Lung Opacitys, 3 Nodule/Masss, 3 Other lesions, 11 Pleural effusions, 15 Pleural thickenings, 6 Pulmonary fibrosiss, Done. (1.583s)\r\n",
      "image 2989/3000 /kaggle/working/../input/vinbigdata/test/ff266001e2513e4ff93fe57f3eecfeb9.png: 512x512 3 Aortic enlargements, 3 Calcifications, 2 Cardiomegalys, 5 ILDs, 1 Nodule/Mass, 1 Other lesion, 1 Pleural thickening, 2 Pulmonary fibrosiss, Done. (1.515s)\r\n",
      "image 2990/3000 /kaggle/working/../input/vinbigdata/test/ff41bdfc0c7fae671caabbe6dcf071bb.png: 512x512 1 Aortic enlargement, 1 Cardiomegaly, 1 Other lesion, 2 Pleural thickenings, Done. (1.490s)\r\n",
      "image 2991/3000 /kaggle/working/../input/vinbigdata/test/ff425d16ade3f71bb7a6386f2f650cfa.png: 512x512 1 Nodule/Mass, 1 Pleural thickening, 1 Pulmonary fibrosis, Done. (1.448s)\r\n",
      "image 2992/3000 /kaggle/working/../input/vinbigdata/test/ff490fbf2d5613bc7c8cc13e2c2b1901.png: 512x512 1 Pleural effusion, 5 Pleural thickenings, Done. (1.431s)\r\n",
      "image 2993/3000 /kaggle/working/../input/vinbigdata/test/ff5b2414a7b94c78bb0073e656eb9c0e.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 ILD, 1 Infiltration, 2 Lung Opacitys, 2 Nodule/Masss, 1 Other lesion, 7 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.481s)\r\n",
      "image 2994/3000 /kaggle/working/../input/vinbigdata/test/ff761085c11792ec5f439f6b74774550.png: 512x512 1 Infiltration, 1 Lung Opacity, 3 Other lesions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.993s)\r\n",
      "image 2995/3000 /kaggle/working/../input/vinbigdata/test/ff8d249021841a1af6f721db80550228.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 ILD, 1 Other lesion, 1 Pleural thickening, Done. (1.510s)\r\n",
      "image 2996/3000 /kaggle/working/../input/vinbigdata/test/ff91fb82429a27521bbec8569b041f02.png: 512x512 1 Aortic enlargement, 1 Calcification, 1 Cardiomegaly, 1 Consolidation, 1 Infiltration, 2 Lung Opacitys, 3 Nodule/Masss, 3 Other lesions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.472s)\r\n",
      "image 2997/3000 /kaggle/working/../input/vinbigdata/test/ff9fcc4087ed5e941209aa3fa948e364.png: 512x512 2 Aortic enlargements, 1 Cardiomegaly, 1 Lung Opacity, 1 Other lesion, 2 Pleural thickenings, Done. (1.448s)\r\n",
      "image 2998/3000 /kaggle/working/../input/vinbigdata/test/ffaa288c8abca300974f043b57d81521.png: 512x512 3 ILDs, 2 Infiltrations, 4 Lung Opacitys, 7 Other lesions, 5 Pleural effusions, 5 Pleural thickenings, 3 Pulmonary fibrosiss, Done. (1.476s)\r\n",
      "image 2999/3000 /kaggle/working/../input/vinbigdata/test/ffc441e0c8b7153844047483a577e7c3.png: 512x512 1 Aortic enlargement, Done. (1.453s)\r\n",
      "image 3000/3000 /kaggle/working/../input/vinbigdata/test/ffccf1709d0081d122a1d1f9edbefdf1.png: 512x512 1 Aortic enlargement, 3 Atelectasiss, 3 Calcifications, 1 Consolidation, 2 ILDs, 2 Infiltrations, 3 Lung Opacitys, 3 Nodule/Masss, 3 Other lesions, 3 Pleural effusions, 15 Pleural thickenings, 1 Pneumothorax, 15 Pulmonary fibrosiss, Done. (1.447s)\r\n",
      "Results saved to runs/detect/exp\r\n",
      "2980 labels saved to runs/detect/exp/labels\r\n",
      "Done. (4670.822s)\r\n"
     ]
    }
   ],
   "source": [
    "!python ../input/yolov5/yolov5/detect.py --weights ../input/yolov5-train/runs/train/exp/weights/best.pt \\\n",
    "--img-size 512 --conf-thres 0.005 --source ../input/vinbigdata/test/ --iou-thres 0.45 \\\n",
    "--save-txt --save-conf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T08:25:49.837223Z",
     "iopub.status.busy": "2021-03-18T08:25:49.836339Z",
     "iopub.status.idle": "2021-03-18T08:25:49.840583Z",
     "shell.execute_reply": "2021-03-18T08:25:49.839929Z"
    },
    "papermill": {
     "duration": 0.963413,
     "end_time": "2021-03-18T08:25:49.840726",
     "exception": false,
     "start_time": "2021-03-18T08:25:48.877313",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "def aug(file):\n",
    "    if file=='train':\n",
    "        return al.Compose([\n",
    "            al.VerticalFlip(p=0.5),\n",
    "            al.HorizontalFlip(p=0.5),\n",
    "            al.RandomRotate90(p=0.5),\n",
    "            al.OneOf([\n",
    "                al.GaussNoise(0.002, p=0.5),\n",
    "                al.IAAAffine(p=0.5),\n",
    "            ], p=0.2),\n",
    "            al.OneOf([\n",
    "                al.Blur(blur_limit=(3, 10), p=0.4),\n",
    "                al.MedianBlur(blur_limit=3, p=0.3),\n",
    "                al.MotionBlur(p=0.3)\n",
    "            ], p=0.3),\n",
    "            al.OneOf([\n",
    "                al.RandomBrightness(p=0.3),\n",
    "                al.RandomContrast(p=0.4),\n",
    "                al.RandomGamma(p=0.3)\n",
    "            ], p=0.5),\n",
    "            al.Cutout(num_holes=20, max_h_size=20, max_w_size=20, p=0.5),\n",
    "#             al.ShiftScaleRotate(shift_limit=0.0625, scale_limit=0.1, rotate_limit=45, p=0.3),\n",
    "            al.Normalize(mean=(0.485, 0.456, 0.406), std=(0.229, 0.224, 0.225), p=1),\n",
    "            ToTensorV2(p=1)\n",
    "        ])\n",
    "\n",
    "    elif file=='validation':\n",
    "        return al.Compose([\n",
    "            al.Normalize(mean=(0.485, 0.456, 0.406), std=(0.229, 0.224, 0.225), p=1),\n",
    "            ToTensorV2(p=1)\n",
    "        ])\n",
    "\n",
    "    elif file=='test':\n",
    "        return al.Compose([\n",
    "            al.Normalize(mean=(0.485, 0.456, 0.406), std=(0.229, 0.224, 0.225), p=1),\n",
    "            ToTensorV2(p=1)\n",
    "        ], p=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T08:25:51.771559Z",
     "iopub.status.busy": "2021-03-18T08:25:51.770825Z",
     "iopub.status.idle": "2021-03-18T08:25:51.781617Z",
     "shell.execute_reply": "2021-03-18T08:25:51.782227Z"
    },
    "papermill": {
     "duration": 0.958981,
     "end_time": "2021-03-18T08:25:51.782522",
     "exception": false,
     "start_time": "2021-03-18T08:25:50.823541",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "class EfficientnetCus(nn.Module):\n",
    "    \n",
    "    def __init__(self, model, num_class, model_weight=None, is_train=True):\n",
    "        super(EfficientnetCus, self).__init__()\n",
    "        \n",
    "        self.is_train = is_train\n",
    "        self.model = timm.create_model(f'tf_efficientnet_{model}_ns', pretrained=is_train,\n",
    "                                       in_chans=3, num_classes=num_class)\n",
    "        if model_weight is not None:\n",
    "            new_keys = self.model.state_dict().keys()\n",
    "            values = torch.load(model_weight, map_location=lambda storage, loc: storage).values()\n",
    "            self.model.load_state_dict(OrderedDict(zip(new_keys, values)))\n",
    "                \n",
    "    def forward(self, image):\n",
    "        if self.is_train:\n",
    "            out = self.model(image)\n",
    "            return out.squeeze(-1)\n",
    "        else:\n",
    "            vertical = image.flip(1)\n",
    "            horizontal = image.flip(2)\n",
    "            rotate90 = torch.rot90(image, 1, (1, 2))\n",
    "            rotate90_ = torch.rot90(image, 1, (2, 1))\n",
    "            out = torch.stack([image, vertical, horizontal, rotate90, rotate90_])\n",
    "            return torch.sigmoid(self.model(out)).mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2021-03-18T08:25:53.691793Z",
     "iopub.status.busy": "2021-03-18T08:25:53.690998Z",
     "iopub.status.idle": "2021-03-18T08:25:54.315889Z",
     "shell.execute_reply": "2021-03-18T08:25:54.316657Z"
    },
    "papermill": {
     "duration": 1.58552,
     "end_time": "2021-03-18T08:25:54.316845",
     "exception": false,
     "start_time": "2021-03-18T08:25:52.731325",
     "status": "completed"
    },
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "074840684c0a464b9f3fa0684aec6868",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/3000 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "ename": "FileNotFoundError",
     "evalue": "[Errno 2] No such file or directory: '../input/effdet-d5-512/model_classifier_b0_512.pth'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mFileNotFoundError\u001b[0m                         Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-21-6ccb78bdddb8>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m    109\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    110\u001b[0m \u001b[0mpredict_pr\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mPredict_process\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mconfig\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mPredictConfig\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 111\u001b[0;31m \u001b[0msubmission_df\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mpredict_pr\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfit\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msub_df\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mTEST_512_PATH\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'../working/runs/detect/exp/labels/'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    112\u001b[0m \u001b[0msubmission_df\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mto_csv\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'submission.csv'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    113\u001b[0m \u001b[0msubmission_df\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mhead\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m60\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-21-6ccb78bdddb8>\u001b[0m in \u001b[0;36mfit\u001b[0;34m(self, df, folder_image, result_txt, use_classifier)\u001b[0m\n\u001b[1;32m     62\u001b[0m                 \u001b[0mimage_path\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mos\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpath\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mjoin\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mfolder_image\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mimages\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mimage_id\u001b[0m\u001b[0;34m+\u001b[0m\u001b[0;34m'.png'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     63\u001b[0m                 \u001b[0mimage\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload_image\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimage_path\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtransforms\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 64\u001b[0;31m                 \u001b[0mclass_labels\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mclassifier_image\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimage\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     65\u001b[0m             \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     66\u001b[0m                 \u001b[0mclass_labels\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtorch\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtensor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-21-6ccb78bdddb8>\u001b[0m in \u001b[0;36mclassifier_image\u001b[0;34m(self, images)\u001b[0m\n\u001b[1;32m     13\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0mclassifier_image\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mimages\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     14\u001b[0m         model = EfficientnetCus(model=self.config.model_classifier_use, num_class=1,\n\u001b[0;32m---> 15\u001b[0;31m                                 model_weight=self.config.weight_classifier, is_train=False).to(self.device)\n\u001b[0m\u001b[1;32m     16\u001b[0m         \u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0meval\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     17\u001b[0m         \u001b[0;32mwith\u001b[0m \u001b[0mtorch\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mno_grad\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m<ipython-input-20-6d3416fbdc2f>\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, model, num_class, model_weight, is_train)\u001b[0m\n\u001b[1;32m      9\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0mmodel_weight\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     10\u001b[0m             \u001b[0mnew_keys\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstate_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mkeys\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 11\u001b[0;31m             \u001b[0mvalues\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mtorch\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mmodel_weight\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmap_location\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mlambda\u001b[0m \u001b[0mstorage\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mloc\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mstorage\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     12\u001b[0m             \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmodel\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mload_state_dict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mOrderedDict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mzip\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnew_keys\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalues\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     13\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/torch/serialization.py\u001b[0m in \u001b[0;36mload\u001b[0;34m(f, map_location, pickle_module, **pickle_load_args)\u001b[0m\n\u001b[1;32m    579\u001b[0m         \u001b[0mpickle_load_args\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'encoding'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m'utf-8'\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    580\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 581\u001b[0;31m     \u001b[0;32mwith\u001b[0m \u001b[0m_open_file_like\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mf\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'rb'\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mopened_file\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    582\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0m_is_zipfile\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mopened_file\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    583\u001b[0m             \u001b[0;31m# The zipfile reader is going to advance the current file position.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/torch/serialization.py\u001b[0m in \u001b[0;36m_open_file_like\u001b[0;34m(name_or_buffer, mode)\u001b[0m\n\u001b[1;32m    228\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m_open_file_like\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname_or_buffer\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    229\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0m_is_path\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname_or_buffer\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 230\u001b[0;31m         \u001b[0;32mreturn\u001b[0m \u001b[0m_open_file\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname_or_buffer\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    231\u001b[0m     \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    232\u001b[0m         \u001b[0;32mif\u001b[0m \u001b[0;34m'w'\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m/opt/conda/lib/python3.7/site-packages/torch/serialization.py\u001b[0m in \u001b[0;36m__init__\u001b[0;34m(self, name, mode)\u001b[0m\n\u001b[1;32m    209\u001b[0m \u001b[0;32mclass\u001b[0m \u001b[0m_open_file\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_opener\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    210\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 211\u001b[0;31m         \u001b[0msuper\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_open_file\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmode\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    212\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    213\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m__exit__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m*\u001b[0m\u001b[0margs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mFileNotFoundError\u001b[0m: [Errno 2] No such file or directory: '../input/effdet-d5-512/model_classifier_b0_512.pth'"
     ]
    }
   ],
   "source": [
    "class Predict_process(object):\n",
    "    def __init__(self, device=device, config=PredictConfig):\n",
    "        super(Predict_process, self).__init__()\n",
    "        self.device = device\n",
    "        self.config = config\n",
    "        \n",
    "    def load_image(self, image_path, transforms):\n",
    "        image = cv2.imread(image_path, cv2.IMREAD_COLOR)\n",
    "        image = cv2.cvtColor(image, cv2.COLOR_BGR2RGB)\n",
    "        image = transforms(image=image)['image']\n",
    "        return image\n",
    "        \n",
    "    def classifier_image(self, images):\n",
    "        model = EfficientnetCus(model=self.config.model_classifier_use, num_class=1,\n",
    "                                model_weight=self.config.weight_classifier, is_train=False).to(self.device)\n",
    "        model.eval()\n",
    "        with torch.no_grad():\n",
    "            outputs = model(images.to(device))\n",
    "        return outputs\n",
    "    \n",
    "    def label_process(self, detect_result, iou_thresh, iou_thresh11):\n",
    "        assert detect_result != ''\n",
    "        x_center, y_center = detect_result[1::6], detect_result[2::6]\n",
    "        w_center, h_center = detect_result[3::6], detect_result[4::6]\n",
    "        detect_result[1::6] = [i-0.5*j for i, j in zip(x_center, w_center)]\n",
    "        detect_result[2::6] = [i-0.5*j for i, j in zip(y_center, h_center)]\n",
    "        detect_result[3::6] = [i+0.5*j for i, j in zip(x_center, w_center)]\n",
    "        detect_result[4::6] = [i+0.5*j for i, j in zip(y_center, h_center)]\n",
    "        list_new = []\n",
    "        \n",
    "        for label_values in np.unique(detect_result[::6]):\n",
    "            list_values = np.array([detect_result[6*idx:6*idx+6] \\\n",
    "                                    for idx, i in enumerate(detect_result[::6]) if i==label_values])\n",
    "            boxes = list_values[:, 1:5].tolist()\n",
    "            scores = list_values[:, 5].tolist()\n",
    "            labels = list_values[:, 0].tolist()\n",
    "            if label_values in [2, 11]:\n",
    "                boxes, scores, labels = nms([boxes], [scores], [labels], weights=None, iou_thr=iou_thresh11)\n",
    "            else:\n",
    "                boxes, scores, labels = nms([boxes], [scores], [labels], weights=None, iou_thr=iou_thresh)\n",
    "            \n",
    "            for box in list_values:\n",
    "                if box[-1] in scores:\n",
    "                    list_new.extend(box)\n",
    "        return list_new\n",
    "        \n",
    "    def read_label(self, label_path):\n",
    "        with open(label_path, 'r+') as file:\n",
    "            detect_result = file.read()\n",
    "        if detect_result != '':\n",
    "            detect_result = list(map(float, re.split(r'[\\n ]', detect_result)[:-1]))\n",
    "            detect_result = self.label_process(detect_result, self.config.iou_thresh, self.config.iou_thresh11)\n",
    "            detect_result = [int(i) if idx%6==0 else self.config.img_size[0]*i if idx%6<5 else i \n",
    "                             for idx, i in enumerate(detect_result)]\n",
    "        return detect_result\n",
    "        \n",
    "    def fit(self, df, folder_image, result_txt, use_classifier=True):\n",
    "        transforms = aug('test')\n",
    "        all_results = []\n",
    "        for images_id, images in tqdm(df.iterrows(), total=len(df), leave=False):\n",
    "            if use_classifier:\n",
    "                image_path = os.path.join(folder_image, images.image_id+'.png')\n",
    "                image = self.load_image(image_path, transforms)\n",
    "                class_labels = self.classifier_image(image)\n",
    "            else:\n",
    "                class_labels = torch.tensor([1])\n",
    "            label_path = os.path.join(result_txt, images.image_id+'.txt')\n",
    "            if os.path.isfile(label_path):\n",
    "                detect_result = self.read_label(label_path)\n",
    "            else:\n",
    "                detect_result = ''\n",
    "            result_one_image = []\n",
    "            if detect_result != '':\n",
    "                img_size = [images.h, images.w]\n",
    "                list_label = []\n",
    "                for box_id in range(len(detect_result)//6)[::-1]:\n",
    "                    label, *box, score = detect_result[6*box_id:6*box_id+6]\n",
    "                    if class_labels.item()>=self.config.classification_thresh:\n",
    "                        if (score > self.config.score_last) and \\\n",
    "                        not(label in [0, 3] and label in list_label) and \\\n",
    "                        not(label==11 and score < self.config.score_11) and \\\n",
    "                        not(label==9 and score < self.config.score_9):\n",
    "                            list_label.append(label)\n",
    "                            box = label_resize(self.config.img_size, img_size, *box)\n",
    "                            result_one_image.append(int(label))\n",
    "                            result_one_image.append(np.round(score, 3))\n",
    "                            result_one_image.extend([int(i) for i in box])\n",
    "                    else:\n",
    "                        if score > self.config.score_last2 and \\\n",
    "                        not(label in [0, 3] and label in list_label) and \\\n",
    "                        not(label==11 and score < self.config.score_11) and \\\n",
    "                        not(label==9 and score < self.config.score_9):\n",
    "                            list_label.append(label)\n",
    "                            box = label_resize(self.config.img_size, img_size, *box)\n",
    "                            result_one_image.append(int(label))\n",
    "                            result_one_image.append(np.round(score, 3))\n",
    "                            result_one_image.extend([int(i) for i in box])\n",
    "            if len(result_one_image)==0:\n",
    "                all_results.append('14 1 0 0 1 1')\n",
    "            else:\n",
    "                result_str = ' '.join(map(str, result_one_image)) + \\\n",
    "                f' 14 {class_labels.item():.3f} 0 0 1 1'\n",
    "                all_results.append(result_str)\n",
    "        df['PredictionString'] = all_results\n",
    "        df = df.drop(['h', 'w'], 1)\n",
    "        \n",
    "        return df\n",
    "\n",
    "    \n",
    "predict_pr = Predict_process(config=PredictConfig)\n",
    "submission_df = predict_pr.fit(sub_df, TEST_512_PATH, '../working/runs/detect/exp/labels/')\n",
    "submission_df.to_csv('submission.csv', index=False)\n",
    "submission_df.head(60)"
   ]
  },
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    {
     "ename": "NameError",
     "evalue": "name 'submission_df' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-22-c4e65b350da8>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[1;32m     27\u001b[0m \u001b[0msize_df\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mcolumns\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'image_id'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'h'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'w'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     28\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 29\u001b[0;31m \u001b[0mimage_abnormal\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0msubmission_df\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0msubmission_df\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'PredictionString'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m!=\u001b[0m\u001b[0;34m'14 1 0 0 1 1'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mreset_index\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdrop\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     30\u001b[0m \u001b[0mdisplay_image_test\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mimage_abnormal\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msize_df\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mtest_list\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnum_image\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m20\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mNameError\u001b[0m: name 'submission_df' is not defined"
     ]
    }
   ],
   "source": [
    "def display_image_test(df, size_df, list_image, num_image=3):\n",
    "    \n",
    "    dict_color = list_color(range(15))\n",
    "    image_row_random = np.random.choice(len(df), num_image, replace=(len(df)<num_image))\n",
    "    for image_idx in image_row_random:\n",
    "        image_id, pred = df.loc[image_idx, 'image_id'], df.loc[image_idx, 'PredictionString']\n",
    "        org_size = size_df[size_df['image_id']==image_id][['h', 'w']].values[0].tolist()\n",
    "        fig, ax = plt.subplots(1, figsize=(15, 15))\n",
    "        img_path = [i for i in list_image if image_id in i][0]\n",
    "        img = cv2.imread(img_path)\n",
    "        ax.imshow(img, plt.cm.bone)\n",
    "        if pred != '14 1 0 0 1 1':\n",
    "            list_pred = pred.split(' ')\n",
    "            for box_idx in range(len(list_pred)//6)[:-1]:\n",
    "                bbox = map(int, list_pred[6*box_idx+2:6*box_idx+6])\n",
    "                x_min, y_min, x_max, y_max = label_resize(org_size, IMG_SIZE, *bbox)\n",
    "                class_name, score = int(list_pred[6*box_idx]), float(list_pred[6*box_idx+1])\n",
    "                rect = patches.Rectangle((x_min, y_min), x_max-x_min, y_max-y_min,\n",
    "                                         linewidth=1, edgecolor=dict_color[class_name], facecolor='none')\n",
    "                ax.add_patch(rect)\n",
    "                plt.text(x_min, y_min, f'{class_name}: {score}', fontsize=15, color='red')            \n",
    "\n",
    "        plt.title(image_id) \n",
    "        plt.show()\n",
    "\n",
    "size_df = pd.read_csv(TEST_META_PATH)\n",
    "size_df.columns = ['image_id', 'h', 'w']\n",
    "\n",
    "image_abnormal = submission_df[submission_df['PredictionString']!='14 1 0 0 1 1'].reset_index(drop=True)\n",
    "display_image_test(image_abnormal, size_df, test_list, num_image=20)"
   ]
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