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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Autori principali:	Bingqiang Huang, Shanbao Wu, Xinjian Xiang, Zhengshun Fei, Shaohua Tian, Haibin Hu, Yunlong Weng
Natura:	Artigo
Lingua:	Inglês
Pubblicazione:	MDPI AG 2023-07-01
Serie:	Applied Sciences
Soggetti:	intelligent transportation electric bike helmet detection YOLOv5s CSPCM NWD CARAFE
Accesso online:	https://www.mdpi.com/2076-3417/13/15/8759
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