edchengg/GAN_Test

Pytorch GAN experiments

GAN Experiments

Experiments with different GAN models.

List of GAN

• GAN
• LSGAN
• WGAN
• WGAN-GP
• CycleGAN
• infoGAN

Results

Name	Epoch 1	Epoch 2	Epoch 3	Epoch 37	Epoch 50
GAN
LSGAN
WGAN
WGAN-GP

Name	Loss	Legend
GAN		Dis(), Gen()
LSGAN		Dis(), Gen()
WGAN		Dis(), Gen()
WGAN-GP		Dis(), Gen()

CycleGAN

Horse2Zebra:

TODO

• WGAN-GP
• CycleGAN
• infoGAN