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# Blur Artifacts Detection | ||
Detection of Blur Artifacts in Histopathological Whole-Slide Images of Endomyocardial Biopsies | ||
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# faster-rcnn | ||
## install dependencies | ||
``` | ||
python -m pip install -r requirements.txt | ||
``` | ||
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## faster-rcnn | ||
``` | ||
cd faster_rcnn | ||
python setup.py | ||
git clone 'https://github.com/facebookresearch/detectron2 | ||
python -m pip install -e detectron2 | ||
python inference.py --path2image filename.png --path2save another_filename.png | ||
``` | ||
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# YOLOv7 | ||
## YOLOv7 | ||
``` | ||
python -m pip install -r requirements.txt | ||
cd yolov7 | ||
python setup.py | ||
python inference.py --path2image filename.png --path2save another_filename.png | ||
cd yolo | ||
git clone https://github.com/WongKinYiu/yolov7.git | ||
python -m pip install -r yolov7/requirements.txt | ||
python yolov7/detect.py --weights best.pt --conf 0.001 --img-size 1280 --iou-thres 0.25 --source image.png | ||
``` | ||
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# catboost | ||
## catboost | ||
``` | ||
python -m pip install -r requirements.txt | ||
cd yolov7 | ||
python setup.py | ||
cd catboost | ||
python inference.py --path2image filename.png --path2save another_filename.png | ||
``` | ||
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