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Projects in Awesome Lists tagged with low-light-enhance

A curated list of projects in awesome lists tagged with low-light-enhance .

https://github.com/caiyuanhao1998/Retinexformer

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

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

Last synced: 05 Mar 2025

https://github.com/vita-group/enlightengan

[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

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

Last synced: 16 May 2025

https://github.com/VITA-Group/EnlightenGAN

[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

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

Last synced: 02 Apr 2025

https://github.com/pvnieo/low-light-image-enhancement

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

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

Last synced: 05 Apr 2025

https://github.com/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.

bmvc exposure-correction image-enhancement image-reconstruction image-restoration low-level-vision low-light-enhance low-light-image-enhancement pytorch transformer-architecture transformer-models

Last synced: 07 Apr 2025

https://github.com/jinyeying/night-enhancement

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

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

Last synced: 05 Mar 2025

https://github.com/jinyeying/nighttime_dehaze

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

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

Last synced: 05 Mar 2025

https://github.com/soumik12345/zero-dce

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

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

Last synced: 06 May 2025