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59 search results found

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

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

Image Adaptive 3dlut ⭐ 556

Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time

Image Contrast Enhancement ⭐ 482

Python implementation of "A New Image Contrast Enhancement Algorithm Using Exposure Fusion Framework", CAIP2017

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

Deep_white_balance ⭐ 418

Reference code for the paper: Deep White-Balance Editing (CVPR 2020). Our method is a deep learning multi-task framework for white-balance editing.

Illumination Adaptive Transformer ⭐ 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.

Generating RGB photos from RAW image files with PyNET

Retinexnet ⭐ 217

A Tensorflow implementation of RetinexNet

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

Starenhancer ⭐ 133

[ICCV 2021 Oral] StarEnhancer: Learning Real-Time and Style-Aware Image Enhancement

Harmonizer ⭐ 125

High-Resolution Image/Video Harmonization [ECCV 2022]

Ailearnnotes ⭐ 122

Artificial Intelligence Learning Notes.

Nighttime_dehaze ⭐ 121

[ACMMM2023] "Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution", https://arxiv.org/abs/2308.01738

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

Official code (Tensorflow) for paper "Fast and Efficient Image Quality Enhancement via Desubpixel Convolutional Neural Networks"

[ECCV 2022] LEDNet: Joint Low-light Enhancement and Deblurring in the Dark

Pynet Pytorch ⭐ 90

Generating RGB photos from RAW image files with PyNET (PyTorch)

Learning Compressed Representation of 3DLUT for Image-enhancement. Higher performance with much smaller models! ☺️

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

Two Stage Knowledge For Multiple Adverse Weather Removal ⭐ 65

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

Uwgan_uie ⭐ 63

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

Half Wavelet Attention on M-Net+ for Low-light Image Enhancement

Tensorflow implementation of Perception-Preserving Convolutional Networks for Image Enhancement on Smartphones (ECCV 2018 Workshop PIRM)

ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction

Iccv2021 Single Image Desnowing Hdcwnet ⭐ 49

This paper is accepted by ICCV 2021.

Ivhc Estimator ⭐ 43

Fast image noise estimation (Estimation of Gaussian, signal-dependent, and processed noise in Image and Video Signals)

Empower the quality enhancement approaches for compressed images/videos.

Deep Photo Enhancer ⭐ 34

the Pytorch implementation of Deep Photo Enhancer

Rfdnet Imagesuperresolution ⭐ 28

Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution

Psenet Image Enhancement ⭐ 26

PSENet: Progressive Self-Enhancement Network for Unsupervised Extreme-Light Image Enhancement (WACV 2023)

Ai Challenge ⭐ 24

A code for converting and testing Tensorflow models for AI Challenge

Content Preserving Tone Adjustment For Image Enhancement ⭐ 23

Image Enhancement Competition - NTIRE19 - CVPR19

Raune Net ⭐ 23

A Residual and Attention-Driven Underwater Image Enhancement (UIE) method.

Pytorch Neural Enhance ⭐ 20

Experiments on CNN-based image enhancement in pytorch

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

(ECCV 2022) Neural Color Operators for Sequential Image Retouching

Imageenhancement ⭐ 16

Various models for handling underexposure, overexposure, super-resolution, shadow removal, etc.

Ntire2021 Depth Guided Image Relighting Mbnet ⭐ 15

The 1st place solution to CVPR 2021 NTIRE Depth Guided Image One-to-One Relighting MBNet

Tf_enhancedped ⭐ 14

Tensorflow implement of image enhancement base on dped dataset and join PRIM2018 Challenge on Perceptual Image Enhancement on Smartphones (Track B: Image Enhancement). and use image quality assessment model to guide image enhancement to make the enhanced image subjective effect better !

Visual_comparison ⭐ 14

A comparison tool to aid image/video enhancement research

CDAN: Convolutional Dense Attention-guided Network for Low-light Image Enhancement

Text-DIAE: A Self-Supervised Degradation Invariant Autoencoders for Text Recognition and Document Enhancement - AAAI 2023

PyTorch implementation of Deep Convolution Networks based on EDSR for Compression(Jpeg) Artifacts Reduction

(ECCV 2020) Conditional Sequential Modulation for Efficient Global Image Retouching

Ietk Ret ⭐ 11

Re-colorize and enhance color fundus images. Image Enhancement Toolkit for Retinal Fundus Images (IETK-Ret).

Aiml Image Enhancement ⭐ 11

AI ML based Image enhancement module built in Python. It is used for improving the quality of images using different filters in openCV. It works better with gray-scale images.

Official tensorflow implementation of "DHSGAN: An End to End Dehazing Network for Fog and Smoke"

Image Enhance Keras ⭐ 9

Image super-resolution (restoration of rich details in a low resolution image)

Fuzzycolorimageenhancement Fuzzylogiccourse Ite5thyear ⭐ 9

An implementation of a fuzzy color image enhancement algorithm

Neural_spline_enhancement ⭐ 8

Personalization of the image enhancement style from few samples.

Srmnet Thesis ⭐ 8

Image Restoration thesis

Location Aware Sirr ⭐ 8

Code for the paper "Location-aware Single Image Reflection Removal"

[Unofficial]A Pytorch Implement of Representative Color Transform for Image Enhancement, ICCV2021

Supernovasr ⭐ 6

Explore Super Image Resolution through sophisticated degradation modeling. Explore this approach to enhance real image quality and elevate your image enhancement capabilities

Light_side ⭐ 6

⚡️PyTorch Lightning Implementations of Recent Low-Light Image Enhancement !

Treenhance ⭐ 5

Official implementation of the paper "TreEnhance: A Tree Search Method For Low-Light Image Enhancement"

Official Repo of the paper "Explaining Image Enhancement Black-Box Methods through a Path Planning Based Algorithm".

Underwater Image Enhancement ⭐ 5

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