https://github.com/musyoku/LSGAN

Chainer implementation of Least Squares GAN (LSGAN)
https://github.com/musyoku/LSGAN

dcgan gan lsgan

Last synced: 2 months ago
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Chainer implementation of Least Squares GAN (LSGAN)

• Host: GitHub
• URL: https://github.com/musyoku/LSGAN
• Owner: musyoku
• Created: 2017-03-03T06:48:43.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2017-03-15T08:17:14.000Z (almost 8 years ago)
• Last Synced: 2024-08-02T12:21:58.133Z (5 months ago)
• Topics: dcgan, gan, lsgan
• Language: Python
• Homepage:
• Size: 41 KB
• Stars: 53
• Watchers: 3
• Forks: 14
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
## Least Squares GAN

- Code for the [paper](https://arxiv.org/abs/1611.04076)

- [実装について](http://musyoku.github.io/2017/03/06/Least-Squares-Generative-Adversarial-Networks/)

### Requirements

- Chainer

## Mixture of Gaussians Dataset

![image](https://github.com/musyoku/musyoku.github.io/blob/master/images/post/2017-03-06/gaussian.png?raw=true)

## MNIST

generated images

![image](https://github.com/musyoku/musyoku.github.io/blob/master/images/post/2017-03-06/mnist_new.png?raw=true)

## Animeface Dataset

generated images

![image](https://github.com/musyoku/musyoku.github.io/blob/master/images/post/2017-03-06/anime.png?raw=true)

analogies

![image](https://github.com/musyoku/musyoku.github.io/blob/master/images/post/2017-03-06/anime_analogy.png?raw=true)