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The Top 23 Python Super Resolution Open Source Projects

Open source projects categorized as Python 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 3 months agopypi gfpgan} Downloads
Real Esrgan ⭐ 24,613
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
dependent packages 12total releases 14most recent commit 3 months agopypi realesrgan} Downloads
Codeformer ⭐ 11,828
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
most recent commit 3 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 3 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 4 months ago
Image Super Resolution ⭐ 4,392
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
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 6 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 5 months ago
Carefree Creator ⭐ 2,093
AI magics meet Infinite draw board.
most recent commit 4 months ago
Qualityscaler ⭐ 1,519
QualityScaler - image/video AI upscaler app
most recent commit 3 months ago
Stablesr ⭐ 1,445
Exploiting Diffusion Prior for Real-World Image Super-Resolution
most recent commit 4 months ago
Audio Super Res ⭐ 994
Audio super resolution using neural networks
most recent commit 6 months ago
Videosuperresolution ⭐ 916
A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.
total releases 6most recent commit 4 years ago
Vrt ⭐ 882
VRT: A Video Restoration Transformer (official repository)
most recent commit a year ago
Nunif ⭐ 858
Misc; latest version of waifu2x; 2d video to sbs 3d video; etc
most recent commit 3 months ago
Sd Webui Stablesr ⭐ 814
StableSR for Stable Diffusion WebUI - Ultra High-quality Image Upscaler
most recent commit 5 months ago
Usrnet ⭐ 784
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
most recent commit 9 months ago
Voicefixer ⭐ 735
General Speech Restoration
total releases 22most recent commit 5 months ago
Liif ⭐ 712
Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)
most recent commit 3 years ago
Image Super Resolution ⭐ 702
Implementation of Super Resolution CNN in Keras.
most recent commit 3 years ago
Srgan Tensorflow ⭐ 694
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
most recent commit 4 years ago
Dcscn Super Resolution ⭐ 687
A tensorflow implementation of "Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network", a deep learning based Single-Image Super-Resolution (SISR) model.
most recent commit a year ago
The 4 Most Depended On Python 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 3 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 3 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 8 months agopypi sewar} 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 Python Super Resolution Open Source Projects
Voicefixer ⭐ 735
General Speech Restoration
total releases 22latest release November 12, 2023most recent commit 5 months ago
Picasso ⭐ 93
A collection of tools for painting super-resolution images
total releases 28latest release October 22, 2023most recent commit 3 months ago
Sewar ⭐ 510
All image quality metrics you need in one package.
dependent packages 7total releases 10latest release July 30, 2023most recent commit 8 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 10 months 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 3 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 3 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 3 months agopypi gfpgan} Downloads
Torchsr ⭐ 145
Super Resolution datasets and models in Pytorch
total releases 3latest release August 21, 2022most recent commit 4 months ago
Sparse Deconv Py ⭐ 24
Official Python implementation of the 'Sparse deconvolution'-v0.3.0
total releases 1latest release June 22, 2022most recent commit a year ago
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