low-light-image-enhancement 开源项目推荐（164 个）

zhihongz /awesome-low-light-image-enhancement

This is a resouce list for low light image enhancement

caiyuanhao1998 /Retinexformer

“Retinexformer：基于Retinex的单级Transformer，用于低光图像增强”（ICCV 2023年十大被引用收件箱）'（NTIRE 2025年获奖收件箱）'🏆

thekevinscott /UpscalerJS

Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.

Fediory /HVI-CIDNet

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

Algolzw /daclip-uir

[ICLR 2024] 控制视觉语言模型实现通用图像恢复。在 NTIRE 2024 Restore Any Image Model in the Wild Challenge 中获得第 5 名。

mv-lab /InstructIR

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

cuiziteng /Illumination-Adaptive-Transformer

🌕 [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.

ChunmingHe /awesome-diffusion-models-in-low-level-vision

A Repository for Diffusion-Model-related Papers in Low-level Vision

swz30 /MIRNetv2

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

jinyeying /night-enhancement

[ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564

c-yn /AdaIR

[ICLR' 25] AdaIR：通过频率挖掘和调制的自适应一体化图像恢复

sczhou /LEDNet

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

Ysz2022 /NeRCo

[ICCV 2023] Implicit Neural Representation for Cooperative Low-light Image Enhancement

Lvfeifan /MBLLEN

Code for “MBLLEN: Low-light Image/Video Enhancement Using CNNs”, BMVC 2018.

gy65896 /OneRestore

[ECCV 2024] OneRestore: A Universal Restoration Framework for Composite Degradation

TaoWangzj /LLFormer

The code release of paper "Ultra-High-Definition Low-Light Image Enhancement: A Benchmark and Transformer-Based Method", AAAI 2023

cuiziteng /ICCV_MAET

🌕 [ICCV 2021] Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection. A self-supervised learning way for low-light image object detection.

jinyeying /nighttime_dehaze

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

onpix /LCDPNet

Official PyTorch code and dataset of the paper "Local Color Distributions Prior for Image Enhancement" [ECCV2022]

akshaydudhane16 /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