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Open Access

Peer-reviewed

Research Article

Workpiece surface defect detection based on YOLOv11 and edge computing

Zishuo Wang,

Roles Writing – review & editing

Affiliation School of Information and Control Engineering, Jilin Institute of Chemical Technology, JiLin, China
⨯
Tao Ding,

Roles Writing – original draft

Affiliation School of Information and Control Engineering, Jilin Institute of Chemical Technology, JiLin, China
⨯
Shuning Liang,

Roles Data curation

Affiliation School of Information and Control Engineering, Jilin Institute of Chemical Technology, JiLin, China
⨯
Hongwei Cui,

Roles Validation

Affiliation School of Information and Control Engineering, Jilin Institute of Chemical Technology, JiLin, China
⨯
Xingquan Gao

Roles Methodology

* E-mail: gaoxingquan524@163.com

Affiliations School of Information and Control Engineering, Jilin Institute of Chemical Technology, JiLin, China, School of Information Engineering, Jilin Industrial Vocational and Technical College, JiLin, China

https://orcid.org/0009-0001-3770-228X

⨯

Workpiece surface defect detection based on YOLOv11 and edge computing

Zishuo Wang,
Tao Ding,
Shuning Liang,
Hongwei Cui,
Xingquan Gao

x

Published: July 9, 2025
https://doi.org/10.1371/journal.pone.0327546

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