psychogeekir / GANs

Generative adversarial networks

GAN

• dcgan_train: several GANs (loss functions, gradient penalty, spectral normalization, network architecture)
• evaluation: FID and inception scores
• some helper function: to visualize training progress and generated images and prepare data
• post filtering: remove isolated pixels

Training progress

WGAN + spetral normalization + gradient penalty 10

Result