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

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 detection method...

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Bibliographic Details
Published in:	Scientific reports Vol. 15; no. 1; pp. 7558 - 11
Main Authors:	Zhang, Hong, Liang, Mingyin, Wang, Yufeng
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 04.03.2025 Nature Publishing Group Nature Portfolio
Subjects:	639/705/117 639/705/258 Algorithms BiFPN Deep learning Humanities and Social Sciences multidisciplinary Science Science (multidisciplinary) Traffic control Traffic management Traffic sign detection TT100K YOLO Deep learning YOLO Traffic sign detection TT100K BiFPN
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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