Research on Safety Helmet Detection Algorithm Based on Improved YOLOv5s.

An, Qing; Xu, Yingjian; Yu, Jun; Tang, Miao; Liu, Tingting; Xu, Feihong

An, Qing; Xu, Yingjian; Yu, Jun; Tang, Miao; Liu, Tingting; Xu, Feihong.

Affiliation

An Q; School of Artificial Intelligence, Wuchang University of Technology, Wuhan 430223, China.
Xu Y; School of Safety Science and Emergency Management, Wuhan University of Technology, Wuhan 430079, China.
Yu J; USTC iFLYTEK Co., Ltd., Hefei 230088, China.
Tang M; School of Artificial Intelligence, Wuchang University of Technology, Wuhan 430223, China.
Liu T; School of Artificial Intelligence, Wuchang University of Technology, Wuhan 430223, China.
Xu F; School of Artificial Intelligence, Wuchang University of Technology, Wuhan 430223, China.

Sensors (Basel) ; 23(13)2023 Jun 22.

Article in En | MEDLINE | ID: mdl-37447673

Subject(s)

Algorithms; Head Protective Devices; Humans; Cluster Analysis; Neural Networks, Computer

Key words

K-means++; SIoU; YOLOv5; combinatorial attention mechanisms; detection; knowledge distillation

Fulltext

XML

PubMed Links

Search on Google

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Algorithms / Head Protective Devices Type of study: Diagnostic_studies / Prognostic_studies Limits: Humans Language: En Journal: Sensors (Basel) Year: 2023 Type: Article Affiliation country: China

Fulltext

XML

PubMed Links

Search on Google