Style GANs

Know a great resource on Style GANs? Send it to us at contactbackprop@gmail.com!

Tags: Generative Adversarial Networks

Papers

A Style-Based Generator Architecture for Generative Adversarial Networks

  • Original paper introducing StyleGANs


Analyzing and Improving the Image Quality of StyleGAN

  • Paper introducing StyleGAN2, An improved version of StyleGAN

Videos

A Style-Based Generator Architecture for Generative Adversarial Networks

  • A short video of StyleGAN in action


AI Generated Faces - StyleGAN explained!

  • A lesson on StyleGANs by AI Bites


StyleGAN

  • An overview of the key ideas in the StyleGAN paper by Henry AI Labs


StyleGANv2 Explained!

  • An overview of the key ideas in the StyleGAN2 paper by Henry AI Labs


StyleGAN2

  • Short video showing StyleGAN2’s changes from the original

Posts

A Gentle Introduction To StyleGAN

  • By Machine Learning Mastery

Code Examples

Style-Based GAN in Pytorch

  • Pytorch implementation of StyleGAN


StyleGAN2 Pytorch Implementation

  • Clear github repo with implementation of StyleGAN2


StyleGAN2 - Tensorflow Official Implementation

  • Implementation of an improved version of StyleGAN

Courses

Build Better Generative Adversarial Networks - Week 3

  • Explanation of StyleGANs from GANs course by DeepLearning.AI

  • Scroll to the bottom to see all videos

Know a great resource on StyleGANs? Send it to us at contactbackprop@gmail.com!