tf-gans

Major GANs are implemented in this repository 🔥

Environments

• python 3.6
• tensorflow 1.11

I use eager execution !!

Dataset

• MNIST
• CIFAR10
• Anime Face dataset

Implemented

• Vanilla GAN
• WGAN
• WGAN-GP
• SNGAN
• PGGAN

To Implement

• Conditional GAN
• ACGAN
• cGANs with projection discriminator
• SAGAN

Overview of the results

	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