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The Top 23 Super Resolution Open Source Projects

Open source projects categorized as Super Resolution
Categories > Machine Learning > Super Resolution
Gfpgan ⭐ 32,986
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 9total releases 11most recent commit 18 days agopypi gfpgan} Downloads
Waifu2x ⭐ 26,145
Image Super-Resolution for Anime-Style Art
most recent commit 7 months ago
Real Esrgan ⭐ 23,788
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
dependent packages 12total releases 14most recent commit 3 months agopypi realesrgan} Downloads
Anime4k ⭐ 16,924
A High-Quality Real Time Upscaler for Anime Video
most recent commit 2 months ago
Waifu2x Extension Gui ⭐ 11,138
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.
most recent commit 2 days ago
Codeformer ⭐ 10,220
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
most recent commit 2 months ago
Video2x ⭐ 7,809
A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.
most recent commit a month ago
Paddlegan ⭐ 7,418
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.
total releases 6most recent commit 12 days ago
Magpie ⭐ 6,119
An all-purpose window upscaler for Windows 10/11.
most recent commit 11 hours ago
Mmagic ⭐ 5,989
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.
dependent packages 1total releases 23most recent commit 7 days agopypi mmedit} Downloads
Basicsr ⭐ 5,616
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.
dependent packages 15total releases 28most recent commit 18 days agopypi basicsr} Downloads
Final2x ⭐ 4,421
2^x Image Super-Resolution ☢️
most recent commit 6 days ago
Image Super Resolution ⭐ 3,376
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit 2 years ago
Singan ⭐ 3,129
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
most recent commit a year ago
Image Super Resolution Via Iterative Refinement ⭐ 3,115
Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch
total releases 1most recent commit a month ago
Srgan ⭐ 3,108
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
most recent commit 9 months ago
Swinir ⭐ 2,836
SwinIR: Image Restoration Using Swin Transformer (official repository)
most recent commit 7 months ago
Kair ⭐ 2,354
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
most recent commit 3 months ago
Carefree Creator ⭐ 2,078
AI magics meet Infinite draw board.
most recent commit 19 days ago
Awesome Super Resolution ⭐ 2,031
Collect super-resolution related papers, data, repositories
most recent commit a month ago
Awesome Gan For Medical Imaging ⭐ 1,919
Awesome GAN for Medical Imaging
most recent commit 2 years ago
Single Image Super Resolution ⭐ 1,763
A collection of high-impact and state-of-the-art SR methods
most recent commit 5 months ago
Super Resolution ⭐ 1,441
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
most recent commit 2 years ago
The 5 Most Depended On Super Resolution Open Source Projects
Real Esrgan ⭐ 23,788
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
dependent packages 12total releases 14latest release September 20, 2022most recent commit 3 months agopypi realesrgan} Downloads
Gfpgan ⭐ 32,986
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 9total releases 11latest release September 20, 2022most recent commit 18 days agopypi gfpgan} Downloads
Sewar ⭐ 510
All image quality metrics you need in one package.
dependent packages 7total releases 10latest release July 30, 2023most recent commit 4 months agopypi sewar} Downloads
The 9 Latest Releases In Super Resolution Open Source Projects
Voicefixer ⭐ 735
General Speech Restoration
total releases 22latest release November 12, 2023most recent commit 17 days ago
Sewar ⭐ 510
All image quality metrics you need in one package.
dependent packages 7total releases 10latest release July 30, 2023most recent commit 4 months agopypi sewar} Downloads
Real Esrgan ⭐ 23,788
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
dependent packages 12total releases 14latest release September 20, 2022most recent commit 3 months agopypi realesrgan} Downloads
Gfpgan ⭐ 32,986
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 9total releases 11latest release September 20, 2022most recent commit 18 days agopypi gfpgan} Downloads
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