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