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πŸ€–A list of resources to help anyone getting started with GANs πŸ€–

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Awesome-GAN-Resources Awesome

GANs have probably been one of the coolest ideas in computer science in the past few years. They've gone from generating fuzzy images of digits to photorealistic faces. I've been exploring GANs a lot, and I though I'd compile a list of all of the resources I found helpful.

GAN generated digits GAN generated faces

Contributing

If you've found any cool resources that you think belong here, be sure to submit a pull request!

Getting Started πŸ‘¨β€πŸ’»οΈ

The original GAN Paper

NIPS Tutorial on GANs

NIPS workshop series on how to train GANs

Tips and Tricks for training GANs

Tutorials πŸ“”

A Brief Introduction to GANs (and how to code them)

Deep Diving into GANs: from theory to production

A Beginner's Guide to Generative Adversarial Networks (GANs)

Code πŸ’»

KerasGAN - Python library with loads of implementations of GANs

DCGAN Tensorflow - Implementation of DCGAN in Tensorflow

CycleGAN - PyTorch implementation of CycleGAN

Wasserstein GAN - Code accompanying the Wasserstein GAN paper