stazizov/Blur_Artifacts_Detection

Detection of Blur Artifacts in Histopathological Whole-Slide Images of Endomyocardial Biopsies

Blur Artifacts Detection

Detection of Blur Artifacts in Histopathological Whole-Slide Images of Endomyocardial Biopsies

Examples

full-size image

zoomed patch

install dependencies

python -m pip install -r requirements.txt

faster-rcnn

cd faster_rcnn
git clone 'https://github.com/facebookresearch/detectron2
python -m pip install -e detectron2
python inference.py --path2image filename.png --path2save another_filename.png --threshold 0.5

YOLOv7

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

cd catboost
python inference.py --path2image filename.png --path2save another_filename.png