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Search results for image restoration
image-restoration
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165 search results found
Gfpgan
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33,600
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
Real Esrgan
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24,613
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
Bringing Old Photos Back To Life
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13,853
Bringing Old Photo Back to Life (CVPR 2020 oral)
Swinir
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4,024
SwinIR: Image Restoration Using Swin Transformer (official repository)
Kair
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2,502
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
Reproducible Image Denoising State Of The Art
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1,759
Collection of popular and reproducible image denoising works.
Nafnet
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1,742
The state-of-the-art image restoration model without nonlinear activation functions.
Restormer
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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.
Real Esrgan Ncnn Vulkan
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1,102
NCNN implementation of Real-ESRGAN. Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.
Palette Image To Image Diffusion Models
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1,024
Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch
Mprnet
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1,018
[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.
Ddnm
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940
[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model
Ttsr
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646
[CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution
Awesome Cvpr2023 Low Level Vision
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587
A Collection of Papers and Codes in CVPR2023/2022 about low level vision
Maxim
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581
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
Ircnn
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574
Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)
Awesome Cvpr2021 Cvpr2020 Low Level Vision
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526
A Collection of Papers and Codes for CVPR2021/CVPR2020 Low Level Vision
Mst
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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.
Daclip Uir
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441
PyTorch code for "Controlling Vision-Language Models for Universal Image Restoration", ICLR 2024.
Mirnet
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436
[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.
Uformer
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391
[CVPR 2022] Official repository for the paper "Uformer: A General U-Shaped Transformer for Image Restoration".
Deep Generative Prior
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367
Code for deep generative prior (ECCV2020 oral)
Cycleisp
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364
[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis
Illumination Adaptive Transformer
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359
[BMVC 2022] You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure Correction. SOTA for low light enhancement, 0.004 seconds try this for pre-processing.
Mst Plus Plus
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351
"MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction" (CVPRW 2022) & (Winner of NTIRE 2022 Spectral Recovery Challenge) and a toolbox for spectral reconstruction
Spsr
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336
Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020 & TPAMI 2021)
Mirnet Tfjs
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307
TensorFlow JS models for MIRNet for low-light💡 image enhancement
Retinexformer
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306
"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023)
Swin2sr
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303
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 1.8 M runs https://replicate.com/mv-lab/swin2sr
Paddlers
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303
Awesome Remote Sensing Toolkit based on PaddlePaddle.
Ffdnet
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299
FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)
Image Restoration Sde
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299
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
Opence
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251
Contrast Enhancement Techniques for low-light images
Spa Former Shadow Removal
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238
IJCNN 2023 Oral: SpA-Former:An Effective and Lightweight Transformer for Image Shadow Removal
Deep Iterative Collaboration
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230
Pytorch implementation of Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation (CVPR 2020)
Retinexnet
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217
A Tensorflow implementation of RetinexNet
Promptir
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215
PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
Fbcnn
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206
Towards Flexible Blind JPEG Artifacts Removal (FBCNN, ICCV 2021)
Ignn
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201
Code repo for "Cross-Scale Internal Graph Neural Network for Image Super-Resolution" (NeurIPS'20)
Trainner
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198
traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.
Brdnet
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178
Image denoising using deep CNN with batch renormalization(Neural Networks,2020)
Safmn
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167
[ICCV 2023] Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution; runner-up method for the model complexity track in NTIRE2023 Efficient SR challenge
Awesome Iccv2023 Low Level Vision
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158
A Collection of Papers and Codes in ICCV2023/2021 about low level vision
Friedricelab
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143
Official repository of the Fried Rice Lab, including code resources of the following our works: ESWT [arXiv], etc. This repository also implements many useful features and out-of-the-box image restoration models.
Bit
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143
[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur
Awesome Eccv2022 Low Level Vision
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141
A Collection of Papers and Codes in ECCV2022 about low level vision
Lte
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138
Local Texture Estimator for Implicit Representation Function, in CVPR 2022
Paddlers
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137
Awesome Remote Sensing Toolkit based on PaddlePaddle.
Awesome Eccv2020 Low Level Vision
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134
A Collection of Papers and Codes for ECCV2020 Low Level Vision or Image Reconstruction
Adafm
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130
CVPR2019 (oral) Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers (AdaFM). PyTorch implementation
Deformed Image Restorer
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129
自动爆破PNG图片宽高并一键修复工具
Aisp
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122
AI Image SIgnal Processing and Computational Photography - Bokeh Rendering @ NTIRE CVPR 2023, AIM 2022 Reversed ISP Challenge @ ECCV, Model-Based Image Signal Processors via Learnable Dictionaries (AAAI 22)
Maxim Pytorch
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117
[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim
Mirnetv2
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113
[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
Bimef
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109
Code and data for the research paper "A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement" (Submitted to IEEE Transactions on Cybernetics)
Memorynet
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108
Code for paper: Memory net for image restoration(cloud,rain,shadow removal, low-light image enhancement)) 即插即用提点的记忆模块
Efnet
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107
Event-based Fusion for Motion Deblurring with Cross-modal Attention (ECCV'22 Oral) https://ahupujr.github.io/EFNet/
Pngan
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103
"Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training" (NeurIPS 2021)
Udr S2former_deraining
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102
[ICCV'23] Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks
Awesome Shadow Removal
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100
Collection of recent shadow removal works, including papers, codes, datasets, and metrics.
Pyxu
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98
Modular and scalable computational imaging in Python with GPU/out-of-core computing.
Bipnet
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94
[CVPR 2022--Oral, Best paper Finalist] Burst Image Restoration and Enhancement. SOTA for Burst Super-resolution, Low-light Burst Image Enhancement, Burst Image De-noising
Face Renovation
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84
Official repository of the paper "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment".
Tdanet
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78
The pytorch implementation of the paper "text-guided neural image inpainting" at MM'2020 (oral)
Bbcu
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71
This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023
Lowlevelvision
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69
Dea Net
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68
[IEEE TIP 2024] DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention
Cie_xyz_net
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68
PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).
On Demand Learning
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67
On-Demand Learning for Deep Image Restoration (ICCV 2017)
Shadowformer
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66
ShadowFormer (AAAI2023), Pytorch implementation
Transweather
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65
Pytorch Code for the paper TransWeather - CVPR 2022
Rbqe
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65
Official implementation of "Early Exit or Not: Resource-Efficient Blind Quality Enhancement for Compressed Images" (ECCV'20).
Cmfnet
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65
Compound Multi-branch Feature Fusion for Real Image Restoration
Two Stage Knowledge For Multiple Adverse Weather Removal
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65
[CVPR 2022] Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model
Uwgan_uie
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63
Source code for UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing
Hwmnet
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61
Half Wavelet Attention on M-Net+ for Low-light Image Enhancement
Mirnet
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60
Tensorflow implementation of MIRNet for Low-light image enhancement
Rap
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56
Restore Anything Pipeline (RAP): Segment Anything Meets Image Restoration
Hyperres
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56
The official repository of 'Hypernetwork-Based Adaptive Image Restoration'
Cresmd
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52
(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration
Cwr
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52
Code and dataset for Single Underwater Image Restoration by Contrastive Learning, IGARSS 2021, oral.
Iccv2021 Single Image Desnowing Hdcwnet
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49
This paper is accepted by ICCV 2021.
Sfnet
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48
[ICLR 2023] Selective Frequency Network for Image Restoration
Neosr
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48
neosr is a framework for training real-world single-image super-resolution networks.
Ucdir
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47
A Unified Conditional Framework for Diffusion-based Image Restoration
Awesome Low Level Vision Research Groups
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46
A Collection of Low Level Vision Research Groups
Sparse Sim
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45
Official MATLAB implementation of the "Sparse deconvolution" -v1.0.3
Map Net
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44
[CVPR'23] Video Dehazing via a Multi-Range Temporal Alignment Network with Physical Prior
Lakdnet
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44
Revisiting Image Deblurring with an Efficient ConvNet - An efficient CNN performs better than Transformer
Causal Ir Dil
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43
Distortion invariant feature learning for image restoration from a causality perspective
Miplib
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43
A Python software library with a variety of functions for (optical) microscopy image restoration, reconstruction and analysis.
Color Image Inpainting
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42
Image inpainting based on OMP and KSVD algorithm
Vcsd
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42
Official PyTorch implementation for the CVPR 2023 paper: Visibility Constrained Wide-band Illumination Spectrum Design for Seeing-in-the-Dark
Sienet Image Extrapolation
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41
SiENet: Siamese Expansion Network for Image Extrapolation(IEEE SPL2020)
Srrescycgan
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40
Code repo for "Deep Cyclic Generative Adversarial Residual Convolutional Networks for Real Image Super-Resolution" (ECCVW AIM2020).
Powerqe
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40
Empower the quality enhancement approaches for compressed images/videos.
Ntire23 Rtsr
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39
CVPR NTIRE 2023 Challenge on Real-Time Super-Resolution
Ltew
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38
Learning Local Implicit Fourier Representation for Image Warping, in ECCV 2022
Awesome Aaai2023 Low Level Vision
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35
A Collection of Papers and Codes in AAAI2022 related to Low-Level Vision
Adfnet
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35
[AAAI 2023] Adaptive Dynamic Filtering Network for Image Denoising.
Related Searches
Python Image Restoration (104)
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Computer Vision Image Restoration (30)
Super Resolution Image Restoration (24)
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