Traffic sign detection method based on improved YOLOv8

Abstract Traffic sign detection is crucial in intelligent transportation and assisted driving, providing favourable support for driving safety and prevention of traffic accidents. Aiming at the current traffic sign detection problems of leakage, misdetection and low detection accuracy of small targe...

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Bibliographic Details

Published in:	Scientific Reports
Main Authors:	Gaihua Wang, Peng Jin, Zhiwei Qi, Xiaohuan Li
Format:	Article
Language:	English
Published:	Nature Portfolio 2025-06-01
Subjects:	YOLOv8 Lightweight Traffic sign detection Small target detection layer Wise-IoU
Online Access:	https://doi.org/10.1038/s41598-025-03792-0