WACV2018/TIP: Gabor Convolutional Networks
Official PyTorch implementation of Gabor CNN. But all the results in the paper are based on Torch 7. These two implementations are sharing the same infrastructure level code.
Requirements
- PyTorch 1.1.0 (earlier versions are not supported)
- torchvision
Install
git clone https://github.com/jxgu1016/Gabor_CNN_PyTorch
cd Gabor_CNN_PyTorch
sh install.sh
Run MNIST demo
cd demo
python main.py --model gcn (--gpu 0)
Please cite:
@article{GaborCNNs, title={Gabor Convolutional Networks}, author={Luan, Shangzhen and chen, chen and Zhang, Baochang* and Han, jungong and Liu, Jianzhuang}, year={2018}, IEEE Trans. Image processing. }