Giter VIP home page Giter VIP logo

gabor_cnn_pytorch's Introduction

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. }

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.