image-enhancement

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

image computer-vision architecture image-processing transformer mlp enhancement image-restoration restoration deblurring denoising dehazing image-enhancement low-level-vision deraining retouching

UpdatedJun 9, 2023
Python

HuiZeng /Image-Adaptive-3DLUT

Star884

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

image-processing color-manipulation computational-photography image-enhancement 3d-luts color-enhancement photo-retouching

UpdatedDec 16, 2023
Python

weichen582 /RetinexNet

Star752

A Tensorflow implementation of RetinexNet

computer-vision image-processing image-restoration image-enhancement lowlight

UpdatedDec 2, 2020
Python

cuixing158 /Awesome-CV-MasterHub

Star731

🔥 🔥 🔥 A paper list of some recent Computer Vision(CV) works

awesome image-classification image-captioning image-generation object-detection image-segmentation video-understanding image-denoising pose-estimation image-fusion image-enhancement video-generation low-level-vision image-dehazing panoptic-segmentation paper-list paper-code keypoint-detection papers-with-code vision-transformer

UpdatedNov 5, 2025

swz30 /MIRNet

Star709

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

computer-vision pytorch attention-mechanism super-resolution image-denoising image-restoration image-enhancement low-level-vision eccv2020 multi-resolution-streams

UpdatedApr 18, 2024
Python

mv-lab /InstructIR

Star674

[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructionshttps://huggingface.co/spaces/marcosv/InstructIR

computer-vision deep-learning neural-network photography prompt pytorch language-model super-resolution inverse-problems multi-task image-restoration deblurring denoising dehazing image-enhancement multimodal low-light-image-enhancement

UpdatedSep 26, 2024
Jupyter Notebook

DarrenPan /Awesome-CVPR2024-Low-Level-Vision

Star663

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

image-generation low-level image-compression super-resolution image-inpainting image-restoration denoising image-enhancement

UpdatedMar 1, 2024

Fediory /HVI-CIDNet

Star643

[CVPR2025 && NTIRE2025] HVI: A New Color Space for Low-light Image Enhancement (Official Implementation)

image-processing transformer cvpr image-enhancement low-light-image-enhancement hvi-color-space

UpdatedOct 28, 2025
Python

taco-group /4KAgent

Star613

[NeurIPS 2025] 4KAgent: Agentic Any Image to 4K Super-Resolution. An intelligent computer vision agent that can magically restore any image to perfect-4K!

agent workflow computer-vision image-processing low-level super-resolution image-restoration image-enhancement neurips large-language-models llm mllm vision-language-models agentic-ai neurips-2025

UpdatedSep 24, 2025
Python

mahmoudnafifi /Deep_White_Balance

Star589

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

autoencoder image-manipulation deeplearning color-manipulation computational-photography auto-encoder color-correction image-enhancement whitebalance white-balance multitask-learning color-constancy color-enhancement color-processing cvpr2020 cvpr-2020 cvpr20 auto-white-balance deep-white-balance

UpdatedJul 5, 2023
Python

xahidbuffon /FUnIE-GAN

Star581

Fast underwater image enhancement for Improved Visual Perception. #TensorFlow #PyTorch #RAL2020

measure ssim underwater-robotics psnr image-enhancement underwater-images visual-perception ugan funie-gan uiqm

UpdatedApr 8, 2024
Python

yunxiaoshi /Neural-IMage-Assessment

Star573

A PyTorch Implementation of Neural IMage Assessment

machine-learning computer-vision photo-editing image-enhancement

UpdatedNov 10, 2021
Python

mahmoudnafifi /Exposure_Correction

Star572

Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).

deep-learning dataset deeplearning datasets computational-photography cvpr color-correction image-enhancement multi-scale low-light-image exposure-correction low-light-enhance overexposure-correction underexposure-correction coarse-to-fine cvpr2021

UpdatedDec 24, 2023
MATLAB

AndyHuang1995 /Image-Contrast-Enhancement

Star551

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

python histogram-equalization image-enhancement low-light-image image-contrast-enhancement dynamic-histogram-equalization

UpdatedJul 6, 2023
Python

cuiziteng /Illumination-Adaptive-Transformer

Star547

🌕 [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.

image-reconstruction pytorch image-restoration image-enhancement low-level-vision transformer-architecture exposure-correction bmvc low-light-enhance transformer-models low-light-image-enhancement

UpdatedFeb 27, 2024
Python

mv-lab /AISP

Star520

AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find Learned ISPs, RAW Restoration-Upsampling-Reconstruction, Image Enhancement, Bokeh rendering and more!

computer-vision deep-learning camera image-processing rgb isp raw imaging inverse-problems computational-photography cvpr image-restoration deblurring denoising image-enhancement ntire low-level-vision mobile-ai

UpdatedMar 5, 2025
Jupyter Notebook

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