roysubhankar / gan-pytorch

GAN frameworks in PyTorch

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
• BIGAN / Adverversarially Learned Inference

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DCGAN

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

Adversarially Learned Inference

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

More implementations coming soon. Stay tuned!