Popular GitHub Repositories for Nighttime

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

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

Domain Adaptation for Semantic Segmentation at Nighttime

Original PyTorch implementation of the paper "Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach", published at the British Machine Vision Conference (BMVC) 2022.

Implementation of nighttime low illumination image enhancement using Dark/Bright channel priors

Illuminating the night: A light source-aware and exposure-balanced low-light enhancement approach for real nighttime scenes

The repository for BKAI Hackathon 2024 - Traffic Vehicle Detection Track. The competition focuses solely on one task: detecting and classifying vehicle types from traffic cameras under normal or challenging conditions (nighttime, rain, glare, etc.).

REGULATED SINGLE SCALE RETINEX ALGORITHM for nighttime image enhancement