/GANs

Different GANs for final year project (Facial Expression Generator)

Primary LanguageJupyter Notebook

GANs

Different GANs for final year project.

MNIST for experiments in generating handwritten digits. Face for experiments in generating faces.

Finished implementations:

DCGAN, Conditional GAN, Wasserstein GAN, BEGAN, StarGAN

The final algorithm used for facial expression generation is in StarGAN_v5. Demo can be found in http://timx.me/Facial_Expression_Modifier

Samples

Samples from StarGAN

Environment

TensorFlow: 1.3.0 Python: 3.5.2