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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 ⭐ 33,600
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 9total releases 11most recent commit 5 months agopypi gfpgan} Downloads
Waifu2x ⭐ 26,145
Image Super-Resolution for Anime-Style Art
most recent commit a year ago
Real Esrgan ⭐ 24,613
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
dependent packages 12total releases 14most recent commit 6 months agopypi realesrgan} Downloads
Anime4k ⭐ 17,264
A High-Quality Real Time Upscaler for Anime Video
most recent commit 6 months ago
Codeformer ⭐ 11,828
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
most recent commit 5 months ago
Waifu2x Extension Gui ⭐ 11,447
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 5 months ago
Video2x ⭐ 8,167
A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.
most recent commit 5 months ago
Paddlegan ⭐ 7,443
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 7 months ago
Mmagic ⭐ 6,640
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 3 months agopypi mmedit} Downloads
Magpie ⭐ 6,506
An all-purpose window upscaler for Windows 10/11.
most recent commit 5 months ago
Basicsr ⭐ 6,400
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 19 days agopypi basicsr} Downloads
Final2x ⭐ 4,754
2^x Image Super-Resolution ☢️
most recent commit 5 months ago
Image Super Resolution ⭐ 4,392
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit 6 months ago
Swinir ⭐ 4,024
SwinIR: Image Restoration Using Swin Transformer (official repository)
most recent commit a year ago
Srgan ⭐ 3,197
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
most recent commit 4 months ago
Singan ⭐ 3,129
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
most recent commit 2 years 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 8 months ago
Inpaint Web ⭐ 2,641
A free and open-source inpainting & image-upscaling tool powered by webgpu and wasm on the browser。| 基于 Webgpu 技术和 wasm 技术的免费开源 inpainting & image-upscaling 工具, 纯浏览器端实现。
most recent commit 5 months ago
Kair ⭐ 2,502
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
most recent commit 7 months ago
Awesome Super Resolution ⭐ 2,138
Collect super-resolution related papers, data, repositories
most recent commit 5 months ago
Carefree Creator ⭐ 2,093
AI magics meet Infinite draw board.
most recent commit 6 months 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 a year ago
The 7 Most Depended On Super Resolution Open Source Projects
Real Esrgan ⭐ 24,613
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
dependent packages 12total releases 14latest release September 20, 2022most recent commit 6 months agopypi realesrgan} Downloads
Gfpgan ⭐ 33,600
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 9total releases 11latest release September 20, 2022most recent commit 5 months 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 10 months agopypi sewar} Downloads
Waifu2x Tfjs ⭐ 45
Image super-resolution using Tensorflow.js .
dependent packages 1total releases 6latest release May 07, 2021most recent commit 3 years agonpm waifu2x-tfjs} Downloads
Ssr_eval ⭐ 65
Evaluation and Benchmarking of Speech Super-resolution Methods
dependent packages 1total releases 6latest release March 28, 2022most recent commit 2 years agopypi ssr-eval} Downloads
The 10 Latest Releases In Super Resolution Open Source Projects
Voicefixer ⭐ 735
General Speech Restoration
total releases 22latest release November 12, 2023most recent commit 7 months ago
Picasso ⭐ 93
A collection of tools for painting super-resolution images
total releases 28latest release October 22, 2023most recent commit 5 months ago
Sewar ⭐ 510
All image quality metrics you need in one package.
dependent packages 7total releases 10latest release July 30, 2023most recent commit 10 months agopypi sewar} Downloads
Face Crop Plus ⭐ 6
Face aligner and cropper with quality enhancement and attribute parsing
total releases 5latest release June 23, 2023most recent commit a year ago
Onnx Web ⭐ 156
web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMD
total releases 9latest release January 24, 2023most recent commit 5 months ago
Real Esrgan ⭐ 24,613
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
dependent packages 12total releases 14latest release September 20, 2022most recent commit 6 months agopypi realesrgan} Downloads
Gfpgan ⭐ 33,600
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 9total releases 11latest release September 20, 2022most recent commit 5 months agopypi gfpgan} Downloads
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