/gan-pytorch

GAN frameworks in PyTorch

Primary LanguagePython

Generative Adversarial Networks in PyTorch

In this repository you will find PyTorch implementations of popular GAN frameworks, run on interesting datasets (such as celebrity faces, anime faces, etc)

Requirements

Python3.6

Installation

pip install -r requirements.txt

Models implemented

DCGAN

Dataset (Res) Generated Samples Interpolations
Anime (64 x 64) DCGAN Anime DCGAN Anime Interpolation
CelebA (64 x 64) DCGAN CelebA DCGAN CelebA Interpolation

Adversarially Learned Inference

Dataset (Res) Generated Samples Original -> Reconstructions
Anime (64 x 64) ALI Anime ALI Anime Interpolation

More implementations coming soon. Stay tuned!