An Improved YOLOv5s-Based Helmet Recognition Method for Electric Bikes

This paper proposes an improved model based on YOLOv5s, specifically designed to overcome the challenges faced by current target detection algorithms in the field of electric bike helmet detection. In order to enhance the model’s ability to detect small targets and densely populated scenes, a specia...

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Hlavní autoři:	Bingqiang Huang, Shanbao Wu, Xinjian Xiang, Zhengshun Fei, Shaohua Tian, Haibin Hu, Yunlong Weng
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	MDPI AG 2023-07-01
Edice:	Applied Sciences
Témata:	intelligent transportation electric bike helmet detection YOLOv5s CSPCM NWD CARAFE
On-line přístup:	https://www.mdpi.com/2076-3417/13/15/8759
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