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The Top 903 Super Resolution Open Source Projects

Categories > Machine Learning > Super Resolution
Gfpgan ⭐ 26,043
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 1total releases 11most recent commit 6 days agopypi gfpgan} Downloads
Waifu2x ⭐ 25,226
Image Super-Resolution for Anime-Style Art
most recent commit 2 months ago
Real Esrgan ⭐ 17,794
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
total releases 14most recent commit 3 days ago
Anime4k ⭐ 15,787
A High-Quality Real Time Upscaler for Anime Video
most recent commit 5 days ago
Waifu2x Extension Gui ⭐ 8,822
Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Super Resolution, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.
most recent commit 18 days ago
Paddlegan ⭐ 6,429
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 2 days ago
Video2x ⭐ 5,644
A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018.
most recent commit 3 months ago
Basicsr ⭐ 4,307
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 2total releases 28most recent commit 2 days agopypi basicsr} Downloads
Magpie ⭐ 4,203
使游戏窗口全屏显示
most recent commit a day ago
Codeformer ⭐ 4,195
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
most recent commit 5 days ago
Mmediting ⭐ 3,992
OpenMMLab Image and Video Restoration, Editing and Generation Toolbox
dependent packages 1total releases 15most recent commit a day agopypi mmedit} Downloads
Image Super Resolution ⭐ 3,376
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit a year ago
Singan ⭐ 3,129
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
most recent commit 4 months ago
Srgan ⭐ 2,785
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
most recent commit 6 months ago
Image Super Resolution Via Iterative Refinement ⭐ 2,445
Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch
most recent commit a month ago
Swinir ⭐ 2,376
SwinIR: Image Restoration Using Swin Transformer (official repository)
most recent commit 2 months ago
Subpixel ⭐ 2,099
subpixel: A subpixel convnet for super resolution with Tensorflow
most recent commit 4 years ago
Kair ⭐ 1,954
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
most recent commit a month ago
Awesome Gan For Medical Imaging ⭐ 1,919
Awesome GAN for Medical Imaging
most recent commit 8 months ago
Carefree Creator ⭐ 1,808
AI magics meet Infinite draw board.
most recent commit 16 days ago
Awesome Super Resolution ⭐ 1,702
Collect super-resolution related papers, data, repositories
most recent commit 5 days ago
Single Image Super Resolution ⭐ 1,512
A collection of high-impact and state-of-the-art SR methods
most recent commit 2 years ago
Super Resolution ⭐ 1,232
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
most recent commit 9 months ago
Training_extensions ⭐ 1,040
Trainable models and NN optimization tools
most recent commit 21 hours ago
Dncnn ⭐ 978
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
most recent commit a year ago
Qualityscaler ⭐ 955
QualityScaler - image/video AI upscaler app (BSRGAN)
most recent commit 5 days 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 2 years ago
Audio Super Res ⭐ 818
Audio super resolution using neural networks
most recent commit 2 months ago
Srflow ⭐ 744
Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch
most recent commit 2 months ago
Srgan ⭐ 744
A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
most recent commit a year ago
Super Resolution.benckmark ⭐ 735
Benchmark and resources for single super-resolution algorithms
most recent commit 2 years ago
Vrt ⭐ 732
VRT: A Video Restoration Transformer (official repository)
most recent commit 4 months ago
Liif ⭐ 712
Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)
most recent commit a year ago
Image Super Resolution ⭐ 702
Implementation of Super Resolution CNN in Keras.
most recent commit 2 years ago
Srgan Tensorflow ⭐ 694
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
most recent commit 3 years ago
Zooming Slow Mo Cvpr 2020 ⭐ 687
Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)
most recent commit a year ago
Dpsr ⭐ 677
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)
most recent commit 2 years ago
Bsrgan ⭐ 669
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!
most recent commit 7 months ago
Usrnet ⭐ 626
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
most recent commit a year ago
Dcscn Super Resolution ⭐ 586
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 2 years ago
Ntire2017 ⭐ 567
Torch implementation of "Enhanced Deep Residual Networks for Single Image Super-Resolution"
most recent commit 5 years ago
Upscalerjs ⭐ 554
Image Upscaling in Javascript. Increase image resolution up to 4x using Tensorflow.js.
dependent packages 2total releases 78most recent commit a day agonpm upscaler} Downloads
Wdsr_ntire2018 ⭐ 520
Code of our winning entry to NTIRE super-resolution challenge, CVPR 2018
most recent commit 3 years ago
Fast Srgan ⭐ 512
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
most recent commit 7 months ago
Coreml Models ⭐ 496
Converted CoreML Model Zoo.
most recent commit 24 days ago
Rdn ⭐ 479
Torch code for our CVPR 2018 paper "Residual Dense Network for Image Super-Resolution" (Spotlight)
most recent commit 5 months ago
Mirnet ⭐ 436
[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.
most recent commit 9 months ago
Raisr ⭐ 435
A Python implementation of RAISR
most recent commit 4 years ago
Srcnn Tensorflow ⭐ 435
Image Super-Resolution Using Deep Convolutional Networks in Tensorflow https://arxiv.org/abs/1501.00092v3
most recent commit 3 years ago
Dpir ⭐ 405
Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)
most recent commit 2 months ago
Sewar ⭐ 404
All image quality metrics you need in one package.
dependent packages 2total releases 8most recent commit 7 months agopypi sewar} Downloads
Waifu2x Mac ⭐ 390
Waifu2x-ios port to macOS, still in Core ML and Metal
most recent commit a month ago
Dbpn Pytorch ⭐ 388
The project is an official implement of our CVPR2018 paper "Deep Back-Projection Networks for Super-Resolution" (Winner of NTIRE2018 and PIRM2018)
most recent commit 3 years ago
Pixel Recursive Super Resolution ⭐ 357
Tensorflow implementation of pixel-recursive-super-resolution(Google Brain paper: https://arxiv.org/abs/1702.00783)
most recent commit 4 years ago
Srcnnkit ⭐ 356
CoreML and Keras implementation of Super-Resolution Convolutional Neural Network (SRCNN)
most recent commit 5 years ago
Tdan Vsr Cvpr 2020 ⭐ 356
TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020
most recent commit a year ago
Srmd ⭐ 345
Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)
most recent commit a year ago
Awesome Cvpr2021 Cvpr2020 Low Level Vision ⭐ 338
A Collection of Papers and Codes for CVPR2021/CVPR2020 Low Level Vision
most recent commit a year ago
Video Super Resolution ⭐ 336
most recent commit 4 years ago
Spsr ⭐ 336
Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020 & TPAMI 2021)
most recent commit a year ago
Depth Image Quality Enhancement ⭐ 333
most recent commit 10 days ago
Drn ⭐ 324
Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution
most recent commit 2 years ago
Imdn ⭐ 317
Lightweight Image Super-Resolution with Information Multi-distillation Network (ACM MM 2019, Winner Award of ICCVW AIM 2019 Constrained SR Track1&Track2)
most recent commit 8 months ago
Carn Pytorch ⭐ 310
Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network (ECCV 2018)
most recent commit 5 months ago
Pytorch Srgan ⭐ 307
A modern PyTorch implementation of SRGAN
most recent commit 5 years ago
Edsr Tensorflow ⭐ 298
Tensorflow implementation of Enhanced Deep Residual Networks for Single Image Super-Resolution
most recent commit 4 years ago
Time Travel Rephotography.github.io ⭐ 293
We simulate traveling back in time with a modern camera to rephotograph famous historical subjects.
most recent commit 2 months ago
Realsr Ncnn Android ⭐ 292
An Android application for super-resolution & interpolation. Contains RealSR-NCNN, SRMD-NCNN, RealCUGAN-NCNN, Real-ESRGAN-NCNN, Waifu2x-NCNN, nearest, bilinear, bicubic, AVIR.
most recent commit 4 days ago
Psfrgan ⭐ 282
PyTorch codes for "Progressive Semantic-Aware Style Transformation for Blind Face Restoration", CVPR2021
most recent commit a year ago
Dasr ⭐ 271
[CVPR 2021] Unsupervised Degradation Representation Learning for Blind Super-Resolution
most recent commit 8 months ago
Voicefixer ⭐ 268
General Speech Restoration
total releases 21most recent commit 5 months ago
Caffe Vdsr ⭐ 264
A Caffe-based implementation of very deep convolution network for image super-resolution
most recent commit 4 years ago
Pytorch Vdsr ⭐ 261
VDSR (CVPR2016) pytorch implementation
most recent commit 5 years ago
Espcn ⭐ 260
A PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"
most recent commit 3 years ago
Gpufit ⭐ 247
GPU-accelerated Levenberg-Marquardt curve fitting in CUDA
most recent commit a month ago
Realsr ⭐ 246
Real-World Super-Resolution via Kernel Estimation and Noise Injection
most recent commit 2 years ago
Toflow ⭐ 245
TOFlow: Video Enhancement with Task-Oriented Flow
most recent commit 3 years ago
Highres Net ⭐ 245
Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition. This is a ServiceNow Research project that was started at Element AI.
most recent commit 7 months ago
Ranksrgan ⭐ 244
ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation
most recent commit 3 years ago
Cross Scale Non Local Attention ⭐ 238
PyTorch code for our paper "Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining" (CVPR2020).
most recent commit 2 years ago
Deep Iterative Collaboration ⭐ 230
Pytorch implementation of Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation (CVPR 2020)
most recent commit a year ago
Pan ⭐ 227
(ECCV2020 Workshops) Efficient Image Super-Resolution Using Pixel Attention.
most recent commit a year ago
Iseebetter ⭐ 223
iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
most recent commit 2 years ago
Cvpr2022 Low Level Vision ⭐ 214
A Collection of Papers and Codes in CVPR2022 about low level vision
most recent commit 4 months ago
Nuwave ⭐ 210
NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling @ INTERSPEECH 2021
most recent commit 6 months ago
Drrn_cvpr17 ⭐ 205
Code for our CVPR'17 paper "Image Super-Resolution via Deep Recursive Residual Network"
most recent commit 5 years ago
Arbsr ⭐ 204
[ICCV 2021] Learning A Single Network for Scale-Arbitrary Super-Resolution
most recent commit 7 months ago
Ignn ⭐ 201
Code repo for "Cross-Scale Internal Graph Neural Network for Image Super-Resolution" (NeurIPS'20)
most recent commit 2 years ago
Trainner ⭐ 198
traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.
most recent commit a month ago
Master Thesis Bayesiancnn ⭐ 197
Master Thesis on Bayesian Convolutional Neural Network using Variational Inference
most recent commit 4 years ago
Super_resolution_with_cnns_and_gans ⭐ 194
Image Super-Resolution Using SRCNN, DRRN, SRGAN, CGAN in Pytorch
most recent commit 5 years ago
Deep_learning_tutorial ⭐ 192
[ko] 패스트캠퍼스 강의 자료
most recent commit 5 years ago
Eesrgan ⭐ 191
Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network
most recent commit 2 months ago
Msrn Pytorch ⭐ 188
This repository is a PyTorch version of the paper "Multi-scale Residual Network for Image Super-Resolution" (ECCV 2018).
most recent commit 2 years ago
Awesome Computer Vision ⭐ 186
Awesome Resources for Advanced Computer Vision Topics
most recent commit a month ago
Keras Image Super Resolution ⭐ 185
EDSR, RCAN, SRGAN, SRFEAT, ESRGAN
most recent commit a year ago
Moephoto ⭐ 184
MoePhoto Image Toolbox萌图工具箱
most recent commit 3 months ago
Zoom Learn Zoom ⭐ 183
computational zoom from raw sensor data
most recent commit 3 years ago
Pytorch Lapsrn ⭐ 178
Pytorch implementation for LapSRN (CVPR2017)
most recent commit 4 years ago
Face And Image Super Resolution ⭐ 174
most recent commit 2 years ago
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