https://github.com/byte7/gans
Keras Implementation of Generative Adverserial Networks
https://github.com/byte7/gans
deep-learning gan generative-adversarial-network keras
Last synced: about 2 months ago
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Keras Implementation of Generative Adverserial Networks
- Host: GitHub
- URL: https://github.com/byte7/gans
- Owner: Byte7
- License: mit
- Created: 2018-08-15T16:04:36.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2018-08-15T20:50:20.000Z (almost 7 years ago)
- Last Synced: 2025-01-31T01:34:45.383Z (4 months ago)
- Topics: deep-learning, gan, generative-adversarial-network, keras
- Language: Python
- Size: 8.11 MB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# GANs
Keras Implementation of Generative Adverserial Networks
## Table of Contents
* [Implementations](#implementations)
+ [Deep Convolutional GAN](#dcgan)
+ [GAN](#vgan)
## Implementations
### DC-GAN
Implementation of _Deep Convolutional Generative Adversarial Network_.
[Code](dcgan/dcgan.py)
Paper: https://arxiv.org/abs/1610.09585
#### Example
```
$ cd dcgan/
$ python3 dcgan.py
```
### GAN
Implementation of _Generative Adversarial Network_ with a MLP generator and discriminator.
[Code](vgan/vgan.py)
Paper: https://arxiv.org/abs/1406.2661
#### Example
```
$ cd vgan/
$ python3 vgan.py
```