An improved lightweight algorithm for traffic sign detection

Abstract Ensuring road safety and advancing autonomous driving technology necessitate the accurate and timely detection of traffic signs. Traffic sign detection faces challenges from complex backgrounds and varying sizes, and substantial computational demands. To tackle these challenges, this study...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Jia Xu, Yingjie Du, Yuwei Yi, Haojie Du
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-09-01
Subjects:	Object detection and recognition YOLOv8n YOLO-SAL (an improved algorithm) Autonomous vehicles Lightweight algorithm
Online Access:	https://doi.org/10.1038/s41598-025-18469-x