NTS-YOLO: A Nocturnal Traffic Sign Detection Method Based on Improved YOLOv5

Accurate traffic sign recognition is one of the core technologies of intelligent driving systems, which face multiple challenges such as insufficient light and shadow interference at night. In this paper, we improve the YOLOv5 model for small, fuzzy, and partially occluded traffic sign targets at ni...

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Detalhes bibliográficos

Principais autores:	Yong He, Mengqi Guo, Yongchuan Zhang, Jun Xia, Xuelai Geng, Tao Zou, Rui Ding
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2025-02-01
Colecção:	Applied Sciences
Assuntos:	YOLO deep learning traffic road signs detection recognition
Acesso em linha:	https://www.mdpi.com/2076-3417/15/3/1578
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