Random Anime Face Generation with Generative Adversarial Networks

Training Dataset
DCGAN PyTorch Tutorial
WGAN PyTorch Tutorial

Data Sample

Generated Anime Faces with DCGAN

Epochs = 50

Generated Anime Faces with WGAN

Epochs = 50
Gradiend Penalty is Applied while Training.