low-light-enhance

Here are 26 public repositories matching this topic...

caiyuanhao1998 / Retinexformer

"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023) & (NTIRE 2024 Runner-Up)

detection transformer object-detection image-restoration ntire low-light-enhance basicsr nighttime-enhancement low-light-image-enhancement low-light-vision low-light-enhancer iccv2023 low-light-enhancement

Updated Oct 10, 2025
Python

VITA-Group / EnlightenGAN

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[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

pytorch gan unsupervised-learning generative-adversarial-networks low-light low-light-enhance

Updated Apr 25, 2024
Python

mahmoudnafifi / Exposure_Correction

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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

Updated Dec 24, 2023
MATLAB

pvnieo / Low-light-Image-Enhancement

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Python implementation of two low-light image enhancement techniques via illumination map estimation

python3 lime retinex low-light-image illumination-estimation low-light-enhance illumination-map-estimation

Updated Aug 18, 2022
Python

cuiziteng / Illumination-Adaptive-Transformer

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🌕 [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

Updated Feb 27, 2024
Python

jinyeying / night-enhancement

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

night deep-learning flare restoration glow image-enhancement low-light low-level-vision low-light-image glare low-light-enhance nighttime-lights night-images light-effects low-light-image-enhancement nighttime

Updated Aug 29, 2024
HTML

atomicoo / EnhanceIMG

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Image-enhancement algorithms: low-light enhancement, image restoration, super-resolution reconstruction. 图像增强算法探索：低光增强、图像修复、超分辨率重建 ……

gan pix2pix super-resolution opencv-python image-inpainting image-restoration retinex cyclegan image-enhancment low-light-enhance

Updated Jun 25, 2021
Python

cuiziteng / ICCV_MAET

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

deep-learning pytorch object-detection low-light-image self-supervised-learning low-light-enhance low-light-image-enhancement iccv2021 low-light-vision

Updated Oct 4, 2023
Python

jinyeying / nighttime_dehaze

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

Updated Jul 30, 2024
Python

onpix / LCDPNet

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

computer-vision deep-learning pytorch low-level-vision exposure-correction low-light-enhance overexposure-correction low-light-image-enhancement eccv2022

Updated Jul 21, 2023
Python

albrateanu / LYT-Net

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[SPL 2025] LYT-Net: Lightweight YUV Transformer-based Network for Low-Light Image Enhancement

computer-vision detection transformer image-restoration low-light-enhance low-light-image-enhancement low-light-vision

Updated Jul 29, 2025
Python

soumik12345 / Zero-DCE

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Pytorch implementation of Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement

deep-learning pytorch hdr zero-shot-learning low-light-enhance low-light-image-enhancement

Updated Sep 21, 2021
Jupyter Notebook

lukun199 / TBEFN

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Project of 'TBEFN: A Two-branch Exposure-fusion Network for Low-light Image Enhancement '

low-light-enhance

Updated Dec 25, 2021
Python

tanvirnwu / TriFuse_ACCV_2024

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LoLI-Street is a low-light image enhancement dataset for training and testing low-light image enhancement models under urban street scenes.

image dataset enhancement image-restoration low-light low-light-enhance low-light-image-enhancement llie loli-street low-exposed trifuse

Updated Apr 30, 2025
Python

albrateanu / ModalFormer

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[2025] ModalFormer: Multimodal Transformer for Low-Light Image Enhancement

computer-vision image-processing transformers transformer multimodality image-to-image image-restoration image-enhancement low-light multimodal multimodal-fusion low-light-enhance low-light-image-enhancement

Updated Jul 31, 2025
Python

gy65896 / Enhancement-Access

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[Access 2020] Low-Light Image Enhancement With Regularized Illumination Optimization and Deep Noise Suppression

pytorch low-light-enhance low-light-image-enhancement low-light-vision

Updated Jul 21, 2024
Python

talhatallat / Low-Light-Image-Enhancement

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Images captured in outdoor scenes can be highly degraded due to poor lighting conditions. These images can have low dynamic ranges with high noise levels that affect the overall performance of computer vision algorithms. To make computer vision algorithms robust in low-light conditions, use low-light image enhancement to improve the visibility o…

rgb-image enhancement binary-image grayscale-images image-enhancement low-light-image low-light-enhance low-light-image-enhancement low-light-vision