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Awesome-Low-Light-Enhancement

Awesome Low-light Enhancement
https://github.com/Elin24/Awesome-Low-Light-Enhancement

Last synced: about 7 hours ago
JSON representation

Papers
- Supervised Method
  - Retinex-Net - pytorch](https://github.com/FunkyKoki/RetinexNet_PyTorch)]
  - LLNet
  - SID - to-See-in-the-Dark)][[code-pytorch](https://github.com/cydonia999/Learning_to_See_in_the_Dark_PyTorch)]
  - Retinex-Net - pytorch](https://github.com/FunkyKoki/RetinexNet_PyTorch)]
  - HDRNet
  - DeepUPE
  - CWAN
  - SMID - tensorflow](https://github.com/cchen156/Seeing-Motion-in-the-Dark)]
  - MSR-net
  - GLADNet
  - LIE-GP - chan/Exclusively-Dark-Image-Dataset/tree/master/SPIC)]
  - MBLLEN
  - LLNet
  - KinD
  - LL-RefineNet
  - LLCNN
  - LLEDHN - IOWLSH3w70t3XnLUAHnAZ/view?usp=sharing)]
  - SICE
  - ALIE - ai.org/project/AgLLNet/default.htm)]
  - DCGANs
  - RJI
  - FIDE
  - DALE
  - LLPackNet
  - [paper
  - UTVNet
  - SNRA - research/SNR-Aware-Low-Light-Enhance)]
  - URetinex
  - DCC-Net
  - LEDNet
  - LCDPNet
  - IAT - inf.mpg.de/0238.pdf)][[code](https://github.com/cuiziteng/Illumination-Adaptive-Transformer)]
  - CFA-LLVE - inf.mpg.de/0743.pdf)]
  - ALIE - ai.org/project/AgLLNet/default.htm)]
  - CWAN
  - MSR-net
Datasets
- Download
- Homepage
- Sony part - datasets/SID/Fuji.zip) or [Baidu Drive](https://pan.baidu.com/s/1fk8EibhBe_M1qG0ax9LQZA)
- Homepage
- Download
- Homepage
- Download
- Google Drive
- Google Drive
- part1
- part1 - _9xmQ)
- Google Drive - Z6S71Q5g)
- Arxiv
- Baidu Pan (Code: wmrr)
- Homepage
- train&val
- train&val (Code: babu)
- Benchmark
- Overview
- Google Drive
- homepage
- Homepage
- Download (Google Drive)
- Training - w6eqiczn-vripaqcf-jpswtcfr) & [Test](https://ln2.sync.com/dl/098a6c5e0/cienw23w-usca2rgh-u5fxikex-q7vydzkp)
- homepage
- download
- [paper
- download
- Homepage
- here
- Homepage
- Homepage
- Homepage
- Homepage (github project)
- Homepage
- homepage
- Baidu Pan (Code: wmrr)
- download
- train&val (Code: babu)
Semi-Superised and Unsupervised Method
- Supervised Method
  - LIME - matlab](https://github.com/Sy-Zhang/LIME)][[code-numpy](https://github.com/Henry-GongZY/Low-light-Image-Enhancement)]
  - EnlightenGAN - VITA/EnlightenGAN)]
  - Zero-DCE - chongyi.github.io/Proj_Zero-DCE.html)][[code](https://github.com/Li-Chongyi/Zero-DCE)]
  - DRBN - 2020-Semi-Low-Light)]
  - RUAS
  - SSIE - supervised-Image-Enhancement-Network-Training-With-Low-Light-Images-Only)]
  - SCI - opt-group/SCI)]
  - LES - enhancement)]
  - UDCL-Transformer - inf.mpg.de/0373.pdf)][[code](https://github.com/KaedeKK/UDCL-Transformer)]

Programming Languages

Python 5 MATLAB 1 C++ 1 HTML 1

Ecosyste.ms: Awesome

Awesome-Low-Light-Enhancement

Papers

Supervised Method

Datasets

Semi-Superised and Unsupervised Method

Supervised Method