Repository Index

🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

• deep-learning
• deep-learning-tutorial
• pytorch
• gan

StyleGAN - Official TensorFlow Implementation

StyleGAN2 - Official TensorFlow Implementation

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.

• basicsr
• esrgan
• edsr
• rcan

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.

• gan
• cyclegan
• pix2pix
• super-resolution

Official PyTorch implementation of StyleGAN3

StyleGAN2-ADA - Official PyTorch implementation

Official Implementation for "StyleCLIP: Text-Driven Manipulation of StyleGAN Imagery" (ICCV 2021 Oral)

Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement

• generative-adversarial-network
• artificial-intelligence
• pytorch
• machine-learning

[SIGGRAPH Asia 2022] VToonify: Controllable High-Resolution Portrait Video Style Transfer

• face
• siggraph-asia
• style-transfer
• stylegan2

[CVPR2020] Adversarial Latent Autoencoders

• generative-adversarial-network
• deep-learning
• autoencoder
• ffhq

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

• pytorch
• deep-learning
• generative-adversarial-network
• biggan