5780 lines
917 KiB
Plaintext
5780 lines
917 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"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",
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"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",
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"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",
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"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",
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"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",
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"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",
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"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",
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"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",
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"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",
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"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",
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"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",
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"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",
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"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",
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"Collecting thop\r\n",
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||
" Downloading thop-0.0.31.post2005241907-py3-none-any.whl (8.7 kB)\r\n",
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"Collecting pycocotools>=2.0\r\n",
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" Downloading pycocotools-2.0.2.tar.gz (23 kB)\r\n",
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"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",
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"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",
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"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",
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"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",
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"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",
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"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: tensorboard-plugin-wit>=1.6.0 in /opt/conda/lib/python3.7/site-packages (from tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (1.8.0)\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",
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"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",
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"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: markdown>=2.6.8 in /opt/conda/lib/python3.7/site-packages (from tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (3.3.3)\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",
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"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",
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"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: protobuf>=3.6.0 in /opt/conda/lib/python3.7/site-packages (from tensorboard>=2.2->-r ../input/yolov5/yolov5/requirements.txt (line 11)) (3.14.0)\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",
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"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",
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"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",
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"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",
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"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",
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"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",
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"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",
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"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",
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"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",
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||
"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",
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"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",
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"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",
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"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",
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||
"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",
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"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",
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"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",
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||
"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",
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||
"Requirement already satisfied: torch>=1.4 in /opt/conda/lib/python3.7/site-packages (from timm) (1.7.0)\r\n",
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||
"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,
|
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"metadata": {
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"_cell_guid": "b1076dfc-b9ad-4769-8c92-a6c4dae69d19",
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"_uuid": "8f2839f25d086af736a60e9eeb907d3b93b6e0e5",
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"execution": {
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"duration": 6.310348,
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"end_time": "2021-03-18T07:06:57.108151",
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"status": "completed"
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},
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"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": {
|
||
"papermill": {
|
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"duration": 0.027798,
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"end_time": "2021-03-18T07:06:57.164431",
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"exception": false,
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"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": {
|
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"iopub.execute_input": "2021-03-18T07:06:57.240838Z",
|
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"iopub.status.busy": "2021-03-18T07:06:57.230261Z",
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"iopub.status.idle": "2021-03-18T07:06:57.251375Z",
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"shell.execute_reply": "2021-03-18T07:06:57.250626Z"
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},
|
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"papermill": {
|
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"duration": 0.058793,
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"end_time": "2021-03-18T07:06:57.251540",
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"exception": false,
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"start_time": "2021-03-18T07:06:57.192747",
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"status": "completed"
|
||
},
|
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"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",
|
||
"iopub.status.busy": "2021-03-18T07:06:57.376061Z",
|
||
"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"
|
||
]
|
||
},
|
||
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|
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|
||
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|
||
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|
||
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|
||
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|
||
"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)}')"
|
||
]
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||
},
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|
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|
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},
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|
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
" <th>rad_id</th>\n",
|
||
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|
||
" <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",
|
||
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|
||
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|
||
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|
||
" <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",
|
||
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|
||
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|
||
" <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",
|
||
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|
||
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|
||
" <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",
|
||
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|
||
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|
||
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|
||
],
|
||
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|
||
" image_id class_name class_id rad_id x_min \\\n",
|
||
"67909 936fd5cff1c058d39817a08f58b72cae No finding 14 R1 0.0 \n",
|
||
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|
||
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|
||
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|
||
"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 "
|
||
]
|
||
},
|
||
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|
||
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|
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|
||
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|
||
],
|
||
"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",
|
||
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|
||
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|
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|
||
"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": {
|
||
"image/png": 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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",
|
||
" vertical-align: top;\n",
|
||
" }\n",
|
||
"\n",
|
||
" .dataframe thead th {\n",
|
||
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|
||
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|
||
"</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",
|
||
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|
||
"</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": {
|
||
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|
||
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||
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|
||
"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",
|
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"iopub.status.busy": "2021-03-18T07:07:41.040427Z",
|
||
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|
||
"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,
|
||
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|
||
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|
||
"start_time": "2021-03-18T07:07:41.080745",
|
||
"status": "completed"
|
||
},
|
||
"tags": []
|
||
},
|
||
"source": [
|
||
"# Fold"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 13,
|
||
"metadata": {
|
||
"execution": {
|
||
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|
||
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|
||
"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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|
||
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|
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|
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"<style scoped>\n",
|
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|
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|
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|
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|
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|
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|
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|
||
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|
||
" .dataframe thead th {\n",
|
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|
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|
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|
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|
||
" <thead>\n",
|
||
" <tr style=\"text-align: right;\">\n",
|
||
" <th></th>\n",
|
||
" <th>image_id</th>\n",
|
||
" <th>0</th>\n",
|
||
" <th>1</th>\n",
|
||
" <th>2</th>\n",
|
||
" <th>3</th>\n",
|
||
" <th>4</th>\n",
|
||
" <th>5</th>\n",
|
||
" <th>6</th>\n",
|
||
" <th>7</th>\n",
|
||
" <th>8</th>\n",
|
||
" <th>9</th>\n",
|
||
" <th>10</th>\n",
|
||
" <th>11</th>\n",
|
||
" <th>12</th>\n",
|
||
" <th>13</th>\n",
|
||
" <th>fold_0</th>\n",
|
||
" <th>fold_1</th>\n",
|
||
" <th>fold_2</th>\n",
|
||
" <th>fold_3</th>\n",
|
||
" <th>fold_4</th>\n",
|
||
" <th>h</th>\n",
|
||
" <th>w</th>\n",
|
||
" </tr>\n",
|
||
" </thead>\n",
|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>0005e8e3701dfb1dd93d53e2ff537b6e</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>1</td>\n",
|
||
" <td>2</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>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>3072</td>\n",
|
||
" <td>3072</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>0007d316f756b3fa0baea2ff514ce945</td>\n",
|
||
" <td>2</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</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>0</td>\n",
|
||
" <td>3</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>2880</td>\n",
|
||
" <td>2304</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>000d68e42b71d3eac10ccc077aba07c1</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>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>8</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>2</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>2880</td>\n",
|
||
" <td>2304</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>00150343289f317a0ad5629d5b7d9ef9</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>2</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>4</td>\n",
|
||
" <td>4</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>2508</td>\n",
|
||
" <td>2525</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>001d127bad87592efe45a5c7678f8b8d</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>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>5</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>1</td>\n",
|
||
" <td>0</td>\n",
|
||
" <td>0</td>\n",
|
||
" <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)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 22,
|
||
"metadata": {
|
||
"execution": {
|
||
"iopub.execute_input": "2021-03-18T08:25:56.287416Z",
|
||
"iopub.status.busy": "2021-03-18T08:25:56.286598Z",
|
||
"iopub.status.idle": "2021-03-18T08:25:56.326945Z",
|
||
"shell.execute_reply": "2021-03-18T08:25:56.326367Z"
|
||
},
|
||
"papermill": {
|
||
"duration": 1.001363,
|
||
"end_time": "2021-03-18T08:25:56.327100",
|
||
"exception": false,
|
||
"start_time": "2021-03-18T08:25:55.325737",
|
||
"status": "completed"
|
||
},
|
||
"scrolled": false,
|
||
"tags": []
|
||
},
|
||
"outputs": [
|
||
{
|
||
"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)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 23,
|
||
"metadata": {
|
||
"execution": {
|
||
"iopub.execute_input": "2021-03-18T08:25:58.250701Z",
|
||
"iopub.status.busy": "2021-03-18T08:25:58.249963Z",
|
||
"iopub.status.idle": "2021-03-18T08:25:59.083239Z",
|
||
"shell.execute_reply": "2021-03-18T08:25:59.082459Z"
|
||
},
|
||
"papermill": {
|
||
"duration": 1.796024,
|
||
"end_time": "2021-03-18T08:25:59.083398",
|
||
"exception": false,
|
||
"start_time": "2021-03-18T08:25:57.287374",
|
||
"status": "completed"
|
||
},
|
||
"tags": []
|
||
},
|
||
"outputs": [],
|
||
"source": [
|
||
"!rm -rf ../working/runs"
|
||
]
|
||
}
|
||
],
|
||
"metadata": {
|
||
"kernelspec": {
|
||
"display_name": "Python 3",
|
||
"language": "python",
|
||
"name": "python3"
|
||
},
|
||
"language_info": {
|
||
"codemirror_mode": {
|
||
"name": "ipython",
|
||
"version": 3
|
||
},
|
||
"file_extension": ".py",
|
||
"mimetype": "text/x-python",
|
||
"name": "python",
|
||
"nbconvert_exporter": "python",
|
||
"pygments_lexer": "ipython3",
|
||
"version": "3.7.9"
|
||
},
|
||
"papermill": {
|
||
"default_parameters": {},
|
||
"duration": 4782.193539,
|
||
"end_time": "2021-03-18T08:26:01.260651",
|
||
"environment_variables": {},
|
||
"exception": null,
|
||
"input_path": "__notebook__.ipynb",
|
||
"output_path": "__notebook__.ipynb",
|
||
"parameters": {},
|
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