YOLO-BS: a traffic sign detection algorithm based on YOLOv8

Abstract Traffic signs are pivotal components of traffic management, ensuring the regulation and safety of road traffic. However, existing detection methods often suffer from low accuracy and poor real-time performance in dynamic road environments. This paper reviews traditional traffic sign detecti...

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Bibliographic Details
Main Authors: Hong Zhang, Mingyin Liang, Yufeng Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-88184-0
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