Popular GitHub Repositories for Stylegan

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

[CVPR2020] Adversarial Latent Autoencoders

StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.

Official Implementation for "Encoding in Style: a StyleGAN Encoder for Image-to-Image Translation" (CVPR 2021) presenting the pixel2style2pixel (pSp) framework

Official Implementation for "HyperStyle: StyleGAN Inversion with HyperNetworks for Real Image Editing" (CVPR 2022) https://arxiv.org/abs/2111.15666

Official PyTorch Implementation of "GAN-Supervised Dense Visual Alignment" (CVPR 2022 Oral, Best Paper Finalist)

Official Implementation for "Pivotal Tuning for Latent-based editing of Real Images" (ACM TOG 2022) https://arxiv.org/abs/2106.05744

[CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

An official implementation of MobileStyleGAN in PyTorch

Official Implementation of "Third Time's the Charm? Image and Video Editing with StyleGAN3" (AIM ECCVW 2022) https://arxiv.org/abs/2201.13433

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

Fine-tuning StyleGAN2 for Cartoon Face Generation

The implementation of StyleGAN on PyTorch 1.0.1

Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) in PyTorch

Programming assignments and quizzes from all courses within the GANs specialization offered by deeplearning.ai

[NeurIPS 2024] The official implementation of HairFastGAN. A framework for virtual hairstyle fitting.

A PyTorch implementation for StyleGAN with full features.

Projecting images to latent space with StyleGAN2.