Discover the Best Open-Source Super-resolution Projects Sorted by Stars

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

Image Super-Resolution for Anime-Style Art

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

A High-Quality Real Time Upscaler for Anime Video

Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018.

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.

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

An all-purpose window upscaler for Windows 10/11.

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.

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

2^x Image Super-Resolution ☢️

SwinIR: Image Restoration Using Swin Transformer (official repository)

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

Awesome GAN for Medical Imaging

AI magics meet Infinite draw board.