low-light

There are 1 repository under low-light topic.

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
Language:Python 942
baidut / OpenCE
Contrast Enhancement Techniques for low-light images
contrast-enhancement image-processing image-restoration image-manipulation computer-vision image-enhancment contrast low-light
Language:MATLAB 515
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 413
Srameo / LED
[ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising && [Arxiv 2023] Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model
denoising fast-deploy fewshot low-light noise-modeling pytorch raw raw-image deep-learning unet
Language:Python 331
Lvfeifan / MBLLEN
Code for “MBLLEN: Low-light Image/Video Enhancement Using CNNs”, BMVC 2018.
low-light low-light-image-enhancement low-light-vision
Language:Python 251
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 149
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
megvii-research / PMN
[TPAMI 2023 / ACMMM 2022 Best Paper Runner-Up Award] Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling (a Data Perspective)
pytorch raw data-augmentation denoising noise-modeling paired-data low-light
Language:Python 138
zhangyi-3 / Noise-Synthesis
Rethinking Noise Synthesis and Modeling in Raw Denoising (ICCV2021)
denoising raw-image low-light
Language:Python 122
ZYK100 / LLCM
[CVPR 2023] Diverse Embedding Expansion Network and Low-Light Cross-Modality Benchmark for Visible-Infrared Person Re-identification
cross-modality cvpr2023 dataset low-light llcm vireid person-re-identification t-sne visible-infrared
Language:Python 110
fcakyon / midv500
Download and convert MIDV-500 annotations to COCO instance segmentation format
card coco computer-vision dataset download id-card idendity instance-segmentation low-light midv-2019 midv-500 passport segmentation
Language:Python 83
JuZiSYJ / ncnn-picture-enhancement
a dehaze / picture enhancement demo using ncnn
ncnn unet enhancement andoid dehaze underwater low-light
Language:C++ 49
chenjingong / DN-ReID
[CVPR2024]Day-Night Cross-domain Vehicle Re-identification
cross-modality cvpr2024 dataset deep-learning low-light re-identification
Language:Python 27
kauziishere / lowLightImageEnhancement
Low Light Image Enhancement
low-light keras unet deep-learning computer-vision
Language:Python 24
Chris10M / EventEgo3D
EventEgo3D: 3D Human Motion Capture from Egocentric Event Streams [CVPR'24]
3d-human-pose augmented-reality egocentric-vision event-camera fast-motion high-speed human-pose-estimation low-light mixed-reality virtual-reality
Language:Python 21
fourson / Deblurring-Low-Light-Images-with-Events
IJCV2023 paper: Deblurring Low-Light Images with Events
deep-learning event-camera hybrid-camera-system image-deblurring low-light
Language:Python 17
toummHus / Chain-of-Restoration
The Official Implementation for paper "Chain-of-Restoration: Multi-Task Image Restoration Models are Zero-Shot Step-by-Step Universal Image Restorers".
composite-degradation-removal dehaze denoising derain image-processing image-restoration low-level low-light
15
Capsar / DL-GenISP
GenISP: Neural ISP for Low-Light Machine Cognition
deep-learing gen-isp genisp image-enhancement low-light low-light-image-enhancement low-light-vision raw-nod
Language:Python 14
lingyzhu0101 / low-light-video-enhancement
[IJCV'24] Temporally Consistent Enhancement of Low-light Videos via Spatial-Temporal Compatible Learning
computer-vision deep-learning low-light video-enhancement
Language:Python 8
steffensbola / a6300_multi_exposure_dataset
Dataset for: Deep Learning Based Exposure Correction for Image Exposure Correction with Application in Computer Vision for Robotics Authors Cristiano Steffens, Paulo Lilles Jorge Drews, Silvia Silva Botelho Publication date 2018/11/6 Conference 2018 Latin American Robotic Symposium, 2018 Brazilian Symposium on Robotics (SBR) and 2018 Workshop on Robotics in Education (WRE)
dataset image-processing contrast-enhancement deep-learning exposure-correction low-light low-light-image-enhancement low-light-image
7
steffensbola / u_can_32_image_exposure
Saturation/underexposure/declipping CNN
convolutional-neural-networks deep-neural-networks image-manipulation image-processing keras-models low-light low-light-image-enhancement
Language:Python 6
wiitt / Python-LIME
Implementation of the sped-up solver of LIME image enhancement algorithm from the paper "LIME: Low-Light Image Enhancement via Illumination Map Estimation"
color-correction dark-images image-enhancement image-light-enhancement light-correction lime-application lime-method sped-up-solver computer-vision low-light low-light-image-enhancement
Language:Python 6
tanvirnwu / TriFuse
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 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
dawnlh / awesome-low-light-image-enhancement
This is a resouce list for low light image enhancement
low-light image-enhancement low-light-image-enhancement computer-vision image-processing retinex histogram-equalization deep-learning image-enhancment contrast-enhancement
Language:MATLAB 3
czbiohub-sf / portable-luminometer
Software and electronics for the portable SiPM luminometer.
luminescence low-light low-cost-sensor portable low-cost serology
Language:Python 0
qi-zohair / Adapted-type-II-fuzzy-algorithm-to-process-images-with-non-uniform-illumination
Adapted type-II fuzzy algorithm for non-uniform illumination images
adapted-type-ii-fuzzy-algorithm enhancement image-enhancement image-processing low-light low-light-image-enhancement nighttime nighttime-images non-uniform-illumination uneven-illumination
Language:MATLAB

low-light

VITA-Group / EnlightenGAN

baidut / OpenCE

jinyeying / night-enhancement

Srameo / LED

Lvfeifan / MBLLEN

jinyeying / nighttime_dehaze

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

megvii-research / PMN

zhangyi-3 / Noise-Synthesis

ZYK100 / LLCM

fcakyon / midv500

JuZiSYJ / ncnn-picture-enhancement

chenjingong / DN-ReID

kauziishere / lowLightImageEnhancement

Chris10M / EventEgo3D

fourson / Deblurring-Low-Light-Images-with-Events

toummHus / Chain-of-Restoration

Capsar / DL-GenISP

lingyzhu0101 / low-light-video-enhancement

steffensbola / a6300_multi_exposure_dataset

steffensbola / u_can_32_image_exposure

wiitt / Python-LIME

tanvirnwu / TriFuse

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

dawnlh / awesome-low-light-image-enhancement

czbiohub-sf / portable-luminometer

qi-zohair / Adapted-type-II-fuzzy-algorithm-to-process-images-with-non-uniform-illumination