low-light-enhance

There are 5 repositories under low-light-enhance topic.

caiyuanhao1998 / Retinexformer
"Retinexformer: One-stage Retinex-based Transformer for Low-light Image Enhancement" (ICCV 2023) & (NTIRE 2024 Runner-Up)
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
Language:Python 1296
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
unsupervised-learning generative-adversarial-networks gan pytorch low-light-enhance low-light
Language:Python 1044
Exposure_Correction
mahmoudnafifi / Exposure_Correction
Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021).
coarse-to-fine color-correction computational-photography cvpr cvpr2021 dataset datasets deep-learning deeplearning exposure-correction image-enhancement low-light-enhance low-light-image multi-scale overexposure-correction underexposure-correction
Language:MATLAB 572
pvnieo / Low-light-Image-Enhancement
Python implementation of two low-light image enhancement techniques via illumination map estimation
low-light-image low-light-enhance illumination-estimation retinex python3 lime illumination-map-estimation
Language:Python 548
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
Language:Python 547
jinyeying / night-enhancement
[ECCV2022] "Unsupervised Night Image Enhancement: When Layer Decomposition Meets Light-Effects Suppression", https://arxiv.org/abs/2207.10564
deep-learning light-effects low-level-vision low-light low-light-image-enhancement night nighttime nighttime-lights flare glare restoration image-enhancement low-light-enhance night-images glow low-light-image
Language:HTML 443
atomicoo / EnhanceIMG
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 ……
opencv-python image-enhancment retinex gan cyclegan low-light-enhance super-resolution image-inpainting image-restoration pix2pix
Language:Python 198
cuiziteng / ICCV_MAET
🌕 [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 iccv2021 low-light-enhance low-light-image low-light-image-enhancement low-light-vision object-detection pytorch self-supervised-learning
Language:Python 180
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
Language:Python 171
onpix / LCDPNet
Official PyTorch code and dataset of the paper "Local Color Distributions Prior for Image Enhancement" [ECCV2022]
computer-vision deep-learning eccv2022 exposure-correction low-level-vision low-light-enhance low-light-image-enhancement overexposure-correction pytorch
Language:Python 166
MohitLamba94 / Restoring-Extremely-Dark-Images-In-Real-Time
The project is the official implementation of our CVPR 2021 paper, "Restoring Extremely Dark Images in Real Time"
deep-learning pytorch computer-vision image-processing low-light low-light-image-enhancement cvpr2021 denoising low-latency fast real-time low-light-enhance cvpr paper pytorch-implementation python ieee machine-learning artificial-intelligence neural-network
Language:Python 141
albrateanu / LYT-Net
[SPL 2025] LYT-Net: Lightweight YUV Transformer-based Network for Low-Light Image Enhancement
computer-vision detection image-restoration low-light-enhance low-light-image-enhancement low-light-vision transformer
Language:Python 127
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
Language:Jupyter Notebook 62
lukun199 / TBEFN
Project of 'TBEFN: A Two-branch Exposure-fusion Network for Low-light Image Enhancement '
low-light-enhance
Language:Python 43
tanvirnwu / TriFuse_ACCV_2024
LoLI-Street is a low-light image enhancement dataset for training and testing low-light image enhancement models under urban street scenes.
dataset enhancement image image-restoration llie low-light low-light-enhance low-light-image-enhancement loli-street low-exposed trifuse
Language:Python 31
albrateanu / ModalFormer
[2025] ModalFormer: Multimodal Transformer for Low-Light Image Enhancement
computer-vision image-enhancement image-processing image-restoration image-to-image low-light low-light-enhance low-light-image-enhancement multimodal multimodal-fusion multimodality transformer transformers
Language:Python 16
gy65896 / Enhancement-Access
[Access 2020] Low-Light Image Enhancement With Regularized Illumination Optimization and Deep Noise Suppression
low-light-enhance low-light-image-enhancement low-light-vision pytorch
Language:Python 13
gy65896 / LVENet
[JON 2022] Lightweight Deep Network-Enabled Real-Time Low-Visibility Enhancement for Promoting Vessel Detection in Maritime Video Surveillance
low-light-enhance low-light-image-enhancement pytorch
Language:Python 7
talhatallat / Low-Light-Image-Enhancement
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 of an image. The histogram of pixel-wise inversion of low-light images or HDR images is very similar to the histogram of hazy images. Thus, you can use haze removal techniques to enhance low-light images.
low-light-image-enhancement low-light-enhance low-light-vision low-light-image image-enhancement grayscale-images rgb-image binary-image enhancement
Language:MATLAB 7
albrateanu / KANT
[Sensors 2025] Enhancing Low-Light Images with Kolmogorov–Arnold Networks in Transformer Attention
attention-mechanism computer-vision image-enhancement image-restoration kolmogorov-arnold-networks low-light low-light-enhance low-light-image-enhancement transformer transformers
Language:Python 5
YoungYoung619 / Make-vehicles-see-in-the-dark
Low light enhance for driving scene
low-light-enhance cnn tensorflow
Language:Python 5
qi-zohair / Illumination-Boost-Algorithm-for-low-light-Image-Enhancement
image-enhancement low-light low-light-enhance image-processing nighttime-enhancement
Language:MATLAB 4
Aftaab99 / DenoisingAutoencoder
Convolutional Denoising Autoencoder for low light image denoising
denoising-autoencoders deep-learning tf-data renoir-dataset tensorflow low-light-enhance
Language:Jupyter Notebook 1
Auggen21 / Low-Light-Image-Enhancement-and-Detection
Detect and classify the vehicles in the low light using YOLO v3 pretrained model and low light image enhancement
yolov3 python flask low-light-enhance adas
Language:Python 1
SumanthRH / Learning-to-See-Moving-Objects-in-the-Dark
A fork of Learning to See Moving Objects in the Dark
low-light-enhance
Language:Python

low-light-enhance

caiyuanhao1998 / Retinexformer

VITA-Group / EnlightenGAN

mahmoudnafifi / Exposure_Correction

pvnieo / Low-light-Image-Enhancement

cuiziteng / Illumination-Adaptive-Transformer

jinyeying / night-enhancement

atomicoo / EnhanceIMG

cuiziteng / ICCV_MAET

jinyeying / nighttime_dehaze

onpix / LCDPNet

MohitLamba94 / Restoring-Extremely-Dark-Images-In-Real-Time

albrateanu / LYT-Net

soumik12345 / Zero-DCE

lukun199 / TBEFN

tanvirnwu / TriFuse_ACCV_2024

albrateanu / ModalFormer

gy65896 / Enhancement-Access

gy65896 / LVENet

talhatallat / Low-Light-Image-Enhancement

albrateanu / KANT

YoungYoung619 / Make-vehicles-see-in-the-dark

qi-zohair / Illumination-Boost-Algorithm-for-low-light-Image-Enhancement

Aftaab99 / DenoisingAutoencoder

Auggen21 / Low-Light-Image-Enhancement-and-Detection

SumanthRH / Learning-to-See-Moving-Objects-in-the-Dark