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28 search results found

Swinir ⭐ 4,024

SwinIR: Image Restoration Using Swin Transformer (official repository)

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

Awesome Cvpr2023 Low Level Vision ⭐ 587

A Collection of Papers and Codes in CVPR2023/2022 about low level vision

[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

Swin2sr ⭐ 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

Image Restoration Sde ⭐ 299

Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

Trainner ⭐ 198

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

Awesome Iccv2023 Low Level Vision ⭐ 158

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

Friedricelab ⭐ 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.

Awesome Eccv2022 Low Level Vision ⭐ 141

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

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

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 ⭐ 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 ⭐ 113

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

"Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training" (NeurIPS 2021)

This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023

(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration

Awesome Aaai2023 Low Level Vision ⭐ 35

A Collection of Papers and Codes in AAAI2022 related to Low-Level Vision

Jstasr Desnownet Eccv 2020 ⭐ 23

This is the project page of our paper which has been published in ECCV 2020.

Dehazing Pmhld Patch Map Based Hybrid Learning Dehazenet For Single Image Haze Removal Tip 2020 ⭐ 19

This is the source code of PMHLD-Patch-Map-Based-Hybrid-Learning-DehazeNet-fo which has been accepted by IEEE Transaction on Image Processing 2020.

[CVPR 2022] Unofficial repository for "MAXIM: Multi-Axis MLP for Image Processing". Official repo: https://github.com/google-research/maxim

Optimaltransportmodeling ⭐ 17

The repository contains reproducible PyTorch source code of our paper Generative Modeling with Optimal Transport Maps, ICLR 2022.

2022 Cvpr Airnet ⭐ 14

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

This is the source code of PMS-Net: Robust Haze Removal Based on Patch Map for Single Images which has been published in CVPR 2019 Long Beach

Fasterdip Devil In Upsampling ⭐ 12

[ICCV2023] The Devil is in the upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior

Awesome Neurips2023 Low Level Vision ⭐ 12

A Collection of Papers and Codes in NeurIPS2022/2021 related to Low-Level Vision

4k Video Converter ⭐ 6

Torchepll ⭐ 5

EPLL implementation using pytorch

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