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The Top 23 Image Restoration Open Source Projects

Open source projects categorized as Image Restoration
Categories > Image Restoration
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 4 months agopypi realesrgan} Downloads
Bringing Old Photos Back To Life ⭐ 13,853
Bringing Old Photo Back to Life (CVPR 2020 oral)
most recent commit 6 months ago
Swinir ⭐ 4,024
SwinIR: Image Restoration Using Swin Transformer (official repository)
most recent commit a year 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
Reproducible Image Denoising State Of The Art ⭐ 1,759
Collection of popular and reproducible image denoising works.
most recent commit 2 years ago
Nafnet ⭐ 1,742
The state-of-the-art image restoration model without nonlinear activation functions.
most recent commit 5 months ago
Restormer ⭐ 1,150
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
most recent commit 10 months ago
Real Esrgan Ncnn Vulkan ⭐ 1,102
NCNN implementation of Real-ESRGAN. Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.
most recent commit 5 months ago
Palette Image To Image Diffusion Models ⭐ 1,024
Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch
most recent commit 10 months ago
Mprnet ⭐ 1,018
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
most recent commit 5 months ago
Ddnm ⭐ 940
[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model
most recent commit 4 months ago
Ttsr ⭐ 646
[CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution
most recent commit 2 years ago
Awesome Cvpr2023 Low Level Vision ⭐ 587
A Collection of Papers and Codes in CVPR2023/2022 about low level vision
most recent commit 4 months ago
Maxim ⭐ 581
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
most recent commit a year ago
Ircnn ⭐ 574
Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)
most recent commit 3 years ago
Awesome Cvpr2021 Cvpr2020 Low Level Vision ⭐ 526
A Collection of Papers and Codes for CVPR2021/CVPR2020 Low Level Vision
most recent commit a year ago
Daclip Uir ⭐ 441
PyTorch code for "Controlling Vision-Language Models for Universal Image Restoration", ICLR 2024.
most recent commit 3 months ago
Mst ⭐ 441
A toolbox for spectral compressive imaging reconstruction including our MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.
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 2 years ago
Uformer ⭐ 391
[CVPR 2022] Official repository for the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
most recent commit 2 years ago
Deep Generative Prior ⭐ 367
Code for deep generative prior (ECCV2020 oral)
most recent commit 2 years ago
Cycleisp ⭐ 364
[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis
most recent commit 2 years ago
The 3 Most Depended On Image Restoration 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 4 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
Miplib ⭐ 43
A Python software library with a variety of functions for (optical) microscopy image restoration, reconstruction and analysis.
dependent packages 1total releases 7latest release December 14, 2020most recent commit 3 years agopypi miplib} Downloads
The 5 Latest Releases In Image Restoration 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 4 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
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
Paddlers ⭐ 137
Awesome Remote Sensing Toolkit based on PaddlePaddle.
total releases 1latest release May 19, 2022most recent commit 2 years ago
Miplib ⭐ 43
A Python software library with a variety of functions for (optical) microscopy image restoration, reconstruction and analysis.
dependent packages 1total releases 7latest release December 14, 2020most recent commit 3 years agopypi miplib} Downloads
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