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update README
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stazizov committed Dec 12, 2022
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# Blur Artifacts Detection
Detection of Blur Artifacts in Histopathological Whole-Slide Images of Endomyocardial Biopsies

# faster-rcnn
## install dependencies
```
python -m pip install -r requirements.txt
```

## 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
```

# 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
```

# 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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