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46 search results found

Gfpgan ⭐ 33,600

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

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

Reproducible Image Denoising State Of The Art ⭐ 1,759

Collection of popular and reproducible image denoising works.

Daclip Uir ⭐ 441

PyTorch code for "Controlling Vision-Language Models for Universal Image Restoration", ICLR 2024.

Uformer ⭐ 391

[CVPR 2022] Official repository for the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

Deep Generative Prior ⭐ 367

Code for deep generative prior (ECCV2020 oral)

Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020 & TPAMI 2021)

Mirnet Tfjs ⭐ 307

TensorFlow JS models for MIRNet for low-light💡 image 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

Paddlers ⭐ 303

Awesome Remote Sensing Toolkit based on PaddlePaddle.

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)

Deep Iterative Collaboration ⭐ 230

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

Towards Flexible Blind JPEG Artifacts Removal (FBCNN, ICCV 2021)

Code repo for "Cross-Scale Internal Graph Neural Network for Image Super-Resolution" (NeurIPS'20)

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

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

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.

Local Texture Estimator for Implicit Representation Function, in CVPR 2022

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)

Udr S2former_deraining ⭐ 102

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

Awesome Shadow Removal ⭐ 100

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

Cie_xyz_net ⭐ 68

PyTorch & Matlab code for the paper: CIE XYZ Net: Unprocessing Images for Low-Level Computer Vision Tasks (TPAMI 2021).

Transweather ⭐ 65

Pytorch Code for the paper TransWeather - CVPR 2022

Tensorflow implementation of MIRNet for Low-light image enhancement

Restore Anything Pipeline (RAP): Segment Anything Meets Image Restoration

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

Official PyTorch implementation for the CVPR 2023 paper: Visibility Constrained Wide-band Illumination Spectrum Design for Seeing-in-the-Dark

Empower the quality enhancement approaches for compressed images/videos.

Learning Local Implicit Fourier Representation for Image Warping, in ECCV 2022

Lightfieldreconstruction ⭐ 28

High-Dimensional Dense Residual Convolutional Neural Network for Light Field Reconstruction

Open source image super-resolution toolbox containing various functionality for training a diverse number of state-of-the-art deep learning models. Also acts as the companion code for the MDPI Sensors journal paper titled 'The Best of Both Worlds: A Framework for Combining Degradation Prediction with High Performance Super-Resolution Networks'

A novel network for image reatoration. Mixed Hierarchy Network for Image Restoration.

Content-aware Scalable Deep Compressed Sensing (TIP 2022) [PyTorch]

Admm Diptv ⭐ 17

Combining Weighted Total Variation and Deep Image Prior for natural and medical image restoration via ADMM (2021)

Super Resolution Meta Attention Networks ⭐ 17

Open source single image super-resolution toolbox containing various functionality for training a diverse number of state-of-the-art super-resolution models. Also acts as the companion code for the IEEE signal processing letters paper titled 'Improving Super-Resolution Performance using Meta-Attention Layers’.

Deep Atrous Guided Filter ⭐ 16

Deep Atrous Guided Filter for Image Restoration in Under Display Cameras (UDC Challenge, ECCV 2020).

[IEEE JSTARS] Official PyTorch Implementation of "SAR Image Despeckling Using Continuous Attention Module"

Official repository for the paper "Image Deraining Transformer".

TensorFlow code for ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

Fasterdip Devil In Upsampling ⭐ 12

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

Official implementation of the CVPR'23 Paper "ABCD : Arbitrary Bitwise Coefficient for De-quantization"

T2v Ddpm ⭐ 11

[IEEE FG'23] T2V-DDPM: Thermal to Visible Face Translation using Denoising Diffusion Probabilistic Models

Low Light Image Enhancement Tutorial ⭐ 11

Small demo of MIRNet for low-light image enhancement using TensorFlow.

ERNet: Segmentation of Endoplasmic Reticulum microscopy images using modified CNN-based image restoration models.

Deep Physics-Guided Unrolling Generalization for Compressed Sensing (IJCV 2023) [PyTorch]

Panorama_image_inpainting ⭐ 6

This is a novel 360-degree panoramic image inpainting network using Generative Adversarial Networks(GANs).

Derain_oucd_net ⭐ 5

Official Pytorch Code for "Exploring Overcomplete Representations for Single Image Deraining using CNNs" - IEEE Journal of STSP

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