image-restoration

There are 343 repositories under image-restoration topic.

  • PaddleRS

    Awesome Remote Sensing Toolkit based on PaddlePaddle.

    Language:Python355
  • MIRNet-TFJS

    MIRNet-TFJS

    TensorFlow JS models for MIRNet for low-light💡 image enhancement

    Language:Jupyter Notebook347

  • IGNN

    [NeurIPS 2020] Cross-Scale Internal Graph Neural Network for Image Super-Resolution

    Language:Python304

  • AISP

    AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Challenges

    Language:Jupyter Notebook303

  • Deep-Iterative-Collaboration

    Pytorch implementation of Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation (CVPR 2020)

    Language:Python294

  • PromptIR

    PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]

    Language:Python289

  • WeatherDiffusion

    Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [TPAMI 2023]

    Language:Python283

  • Face-Renovation

    Official repository of the paper "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment".

    Language:Python283

  • traiNNer

    traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

    Language:Python280

  • FUIR

    A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐

    Language:Python268

  • BIMEF

    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)

    Language:MATLAB255

  • SpA-Former-shadow-removal

    [IJCNN 2023 Oral]: SpA-Former:An Effective and Lightweight Transformer for Image Shadow Removal

    Language:Python251

  • SAFMN

    [ICCV 2023] Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution; runner-up method for the model complexity track in NTIRE2023 Efficient SR challenge

    Language:Python229

  • BiT

    [CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur

    Language:Python202

  • FriedRiceLab

    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.

    Language:Python195

  • Awesome-Shadow-Removal

    Collection of recent shadow removal works, including papers, codes, datasets, and metrics.

    191

  • BRDNet

    Image denoising using deep CNN with batch renormalization(Neural Networks,2020)

    Language:Python188

  • AdaFM

    CVPR2019 (oral) Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers (AdaFM). PyTorch implementation

    Language:Python184

  • UWGAN_UIE

    Source code for UWGAN: Underwater GAN for Real-world Underwater Color Restoration and Dehazing

    Language:Python182

  • KBNet

    KBNet: Kernel Basis Network for Image Restoration

    Language:Python179

  • Awesome-ICCV2023-Low-Level-Vision

    A Collection of Papers and Codes in ICCV2023/2021 about low level vision

    176

  • maxim-pytorch

    [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

    Language:Python166

  • Awesome-ECCV2020-Low-Level-Vision

    A Collection of Papers and Codes for ECCV2020 Low Level Vision or Image Reconstruction

    162

  • Awesome-ECCV2022-Low-Level-Vision

    A Collection of Papers and Codes in ECCV2022 about low level vision

    161

  • lte

    Local Texture Estimator for Implicit Representation Function, in CVPR 2022

    Language:Jupyter Notebook157

  • Deformed-Image-Restorer

    自动爆破PNG图片宽高并一键修复工具

    Language:Python156

  • TransWeather

    Pytorch Code for the paper TransWeather - CVPR 2022

    Language:Python151

  • PaddleRS

    Awesome Remote Sensing Toolkit based on PaddlePaddle.

    Language:Python147

  • 2022-CVPR-AirNet

    PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)

    Language:Python142

  • DEA-Net

    [IEEE TIP 2024] DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention

    Language:Python140

  • EnhanceIMG

    Image-enhancement algorithms: low-light enhancement, image restoration, super-resolution reconstruction. 图像增强算法探索：低光增强、图像修复、超分辨率重建 ……

    Language:Python132

  • BIPNet

    [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

    Language:Python130

  • Two-stage-Knowledge-For-Multiple-Adverse-Weather-Removal

    [CVPR 2022] Learning Multiple Adverse Weather Removal via Two-stage Knowledge Learning and Multi-contrastive Regularization: Toward a Unified Model

    Language:Python130

  • EFNet

    Event-based Fusion for Motion Deblurring with Cross-modal Attention (ECCV'22 Oral) https://ahupujr.github.io/EFNet/

    Language:Python129

  • UWCNN

    Code and Datasets for "Underwater Scene Prior Inspired Deep Underwater Image and Video Enhancement", Pattern Recognition, 2019

    Language:Python129

  • UDR-S2Former_deraining

    [ICCV'23] Sparse Sampling Transformer with Uncertainty-Driven Ranking for Unified Removal of Raindrops and Rain Streaks

    Language:Python127