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The Top 12 Low Light Enhance Open Source Projects

Open source projects categorized as Low Light Enhance
Categories > Low Light Enhance
Enlightengan ⭐ 880
[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
most recent commit 2 months ago
Exposure_correction ⭐ 442
Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).
most recent commit 6 months ago
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.
most recent commit 7 months ago
Night Enhancement ⭐ 335
[ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564
most recent commit 6 months ago
Low Light Image Enhancement ⭐ 239
Python implementation of two low-light image enhancement techniques via illumination map estimation
most recent commit 2 years ago
Nighttime_dehaze ⭐ 121
[ACMMM2023] "Enhancing Visibility in Nighttime Haze Images Using Guided APSF and Gradient Adaptive Convolution", https://arxiv.org/abs/2308.01738
most recent commit 6 months ago
Iccv_maet ⭐ 104
[ICCV 2021] Multitask AET with Orthogonal Tangent Regularity for Dark Object Detection. A self-supervised learning way for low-light image object detection.
most recent commit 9 months ago
Restoring Extremely Dark Images In Real Time ⭐ 86
The project is the official implementation of our CVPR 2021 paper, "Restoring Extremely Dark Images in Real Time"
most recent commit 2 years ago
Lcdpnet ⭐ 75
Official PyTorch code and dataset of the paper "Local Color Distributions Prior for Image Enhancement" [ECCV2022]
most recent commit a year ago
Zero Dce ⭐ 25
Pytorch implementation of Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
most recent commit 3 years ago
Tbefn ⭐ 16
Project of 'TBEFN: A Two-branch Exposure-fusion Network for Low-light Image Enhancement '
most recent commit 3 years ago
Enhanceimg ⭐ 8
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 ……
most recent commit 3 years ago
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