variety of Richer Convolutional Features for Edge Detection (resnet101-based)
ODS: 0.796 , OIS: 0.814 on BSDS500 dataset pretrained model
- pytorch 0.4.1
- python 3.6.6
- dataset(provide by original rcf repo)
- and other requiremnts... (cv2, numpy , etc.)
- put your data in 'data/HED-BSDS_PASCAL' (or make a soft link)
- python train.py
- python test.py
it may take several hours...
- pretrained model
- requirements:
- matlab
- hed link
- you should modify path to your predicts and path to ground truth (.mat)
- path to your predicts should contain two folders: png and mat
- sh eval.sh