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https://github.com/musyoku/wasserstein-gan
Chainer implementation of Wasserstein GAN
https://github.com/musyoku/wasserstein-gan
chainer dcgan gan wgan
Last synced: 11 days ago
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Chainer implementation of Wasserstein GAN
- Host: GitHub
- URL: https://github.com/musyoku/wasserstein-gan
- Owner: musyoku
- Created: 2017-01-31T13:57:20.000Z (almost 8 years ago)
- Default Branch: master
- Last Pushed: 2017-06-05T07:57:14.000Z (over 7 years ago)
- Last Synced: 2024-08-02T12:21:55.772Z (3 months ago)
- Topics: chainer, dcgan, gan, wgan
- Language: Python
- Size: 56.6 KB
- Stars: 95
- Watchers: 5
- Forks: 9
- Open Issues: 1
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
## Wasserstein GAN
- Code for the [paper](https://arxiv.org/abs/1701.07875)
- [実装について](http://musyoku.github.io/2017/02/06/Wasserstein-GAN/)
- See also:
- [Unrolled Generative Adversarial Networks](https://arxiv.org/abs/1611.02163)
- [Chainer implementation of Unrolled GAN](https://github.com/musyoku/unrolled-gan)### Requirements
- Chainer
## Mixture of Gaussians Dataset
![image](https://github.com/musyoku/musyoku.github.io/blob/085c1d022e49dcaf81cda3a2f53bf2febbb61991/images/post/2017-02-04/gaussian_mixture.png?raw=true)
## MNIST
generated images
![image](https://github.com/musyoku/musyoku.github.io/blob/085c1d022e49dcaf81cda3a2f53bf2febbb61991/images/post/2017-02-04/mnist.png?raw=true)
## Animeface Dataset
loss
![image](https://github.com/musyoku/musyoku.github.io/blob/f581cb7cd343e6247d1ee23a169bcfbd321c5d51/images/post/2017-02-04/loss_curve.png?raw=true)
generated images
![image](https://github.com/musyoku/musyoku.github.io/blob/f581cb7cd343e6247d1ee23a169bcfbd321c5d51/images/post/2017-02-04/anime_gen.png?raw=true)