low-light-enhancement 开源项目推荐（21 个）

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）'🏆

leonmakise /ProRes

ProRes：探索用于通用图像恢复的退化感知视觉提示

albrateanu /multinex

[CVPR 2026] Multinex: Lightweight Low-light Image Enhancement via Multi-prior Retinex

DavisMeee /LighTDiff

[MICCAI 2024 Best Paper Honorable Mention] LighTDiff: Surgical Endoscopic Image Low-Light Enhancement with T-Diffusion

c-yn /StarIR

该项目在 GitHub 上没有填写描述

YuanGao-YG /LPSNet

[OCMA] Deep learning-driven surveillance quality enhancement for maritime management promotion under low-visibility weathers

Ehtasham-Arif01 /PixelSpark

PixelSpark is a professional AI photo editor for Android that enhances low-light images using MIRNet TFLite 100% offline, no cloud required. Built with Flutter and a high-performance C++ core via dart:ffi, it delivers 21+ pro editing tools, non-destructive workflow, and a smooth white/sky-blue UI. Features: AI Enhancement

cezarc1 /NightJet

Low-light image and video enhancement model for Jetson-class edge deployment.

novolg /Unshadow

Shadow/Highlight recovery for low-quality, compressed video. Local browser editor with before/after preview and histogram.

AbhishekKaisar /NightGuard-System

CSE468 Computer Vision Project | Low-light CCTV surveillance system using YOLOv8, MTCNN & OpenCV for human, face, and vehicle detection in nighttime conditions. Supervised by Dr. Mohammad Shifat-E-Rabbi, North South University.

davidcamilo0710 /low_light_enhancer

A comparison of classical image processing vs. the Zero-DCE++ deep learning model for unsupervised low-light image enhancement using PyTorch

Arni-123 /EAIM-Net

EAIM-Net: Unified image enhancement for scene text — low-light, haze, rain, glare, illumination

maheshkumar-cv /bipolar-fuzzy-based-low-light-image-enhancement

Adaptive Low-Light Image Enhancement Using Bipolar Fuzzy Set

rakib4123 /Dhaka_Night

DhakaNight (ICCA 2026): benchmarking low-light enhancement (CLAHE, Gamma, Zero-DCE, RetinexFormer) with YOLOv8 for night-traffic detection in Dhaka.

StaryMoon /URWKV-Unofficial

Unofficial PyTorch reproduction for URWKV: Unified RWKV Model with Multi-state Perspective for Low-light Image Restoration.

mhasnat013 /AGCC-Enhanced-Low-Light-Image-Processing

Research-based implementation and enhancement of the AGCC framework for low-light image enhancement. Includes reproduction of a 2024 research paper, evaluation using PSNR, SSIM, NIQE, and BRISQUE, and an improved hybrid model using CLAHE, Bilateral Filtering, Wavelet Denoising, Canny Edge Detection, and Morphological Operations.

maheshkumar-cv /Interval-valued-Intutionistic-fuzzy-based-low-light-image-enhancement

Parametrized interval-valued intuitionistic fuzzy set for low-light image enhancement

Janicejoyel /VisionSecurityRobot

Night-time campus security robot: YOLOv8 trained on an auto-generated, auto-labelled dataset (night [email protected] 0.46 → 0.91), low-light enhancement study, map-based multi-object tracking and loitering detection. Webots + OpenCV.

ElijahZhao /pixelforge-image-restoration-

Self-trained PyTorch models for single-image super-resolution and low-light enhancement - a full pipeline from data to training, evaluation, TorchScript export, FastAPI backend and an interactive web demo.

maheshkumar-cv /Intutionistic-fuzzy-based-low-light-image-enhancement

On generalized Sugeno's class generator and parametrized intuitionistic fuzzy approach for enhancing low-light images