Major GANs are implemented in this repository 🔥
- python 3.6
- tensorflow 1.11
I use eager execution !!
- MNIST
- CIFAR10
- Anime Face dataset
- Conditional GAN
- ACGAN
- cGANs with projection discriminator
- SAGAN
| MNIST | CIFAR10 | Anime | |
|---|---|---|---|
| Vanilla GAN |  |
TBA | TBA |
| WGAN |  |
TBA | TBA |
| WGAN-GP |  |
TBA | TBA |
| SNGAN |  |
TBA | TBA |
| PGGAN | TBA | TBA |  |
| Conditional GAN | TBA | TBA | TBA |
| ACGAN | TBA | TBA | TBA |
| cGANs with projection discriminator |
TBA | TBA | TBA |
| SAGAN | TBA | TBA | TBA |