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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. }