3L-YOLO: A Lightweight Low-Light Object Detection Algorithm

• Published in: Applied sciences Vol. 15; no. 1; p. 90
• Main Authors: Han, Zhenqi, Yue, Zhen, Liu, Lizhuang
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.01.2025
• Subjects: Accuracy; Agricultural production; Algorithms; atrous convolution; attention mechanism; Deep learning; Design; Efficiency; low-light object detection; Sensors; Telematics; YOLO

Object detection in low-light conditions presents significant challenges due to issues such as weak contrast, high noise, and blurred boundaries. Existing methods often use image enhancement to improve detection, which results in a large amount of computational resource consumption. To address these...