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Open Access
Peer-reviewed
Research Article
A lightweight network for phone surface defect detection with industrial deployment on RK3568 edge devices
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Shulong Zhuo ,
Contributed equally to this work with: Shulong Zhuo, Xiaojian Zhou, Jiajing Cai, Hao Bai, Xu Duan, YiQun Ma
Roles Data curation, Formal analysis, Methodology, Writing – original draft
Affiliations School of Information Engineering, Hainan Vocational University of Science and Technology, Haikou, Hainan, China, School of Information Science and Technology, HaiNan Normal University, Haikou, Hainan, China
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Xiaojian Zhou ,
Contributed equally to this work with: Shulong Zhuo, Xiaojian Zhou, Jiajing Cai, Hao Bai, Xu Duan, YiQun Ma
Roles Data curation, Supervision, Validation, Writing – original draft
* E-mail: zhouxiaojian@hvust.edu.cn (XZ); caijiajing@hvust.edu.cn, caijj_claire@163.com (JC)
Affiliation School of Information Engineering, Hainan Vocational University of Science and Technology, Haikou, Hainan, China
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Jiajing Cai ,
Contributed equally to this work with: Shulong Zhuo, Xiaojian Zhou, Jiajing Cai, Hao Bai, Xu Duan, YiQun Ma
Roles Investigation, Project administration, Resources, Writing – review & editing
* E-mail: zhouxiaojian@hvust.edu.cn (XZ); caijiajing@hvust.edu.cn, caijj_claire@163.com (JC)
Affiliation School of Information Engineering, Hainan Vocational University of Science and Technology, Haikou, Hainan, China
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Hao Bai ,
Contributed equally to this work with: Shulong Zhuo, Xiaojian Zhou, Jiajing Cai, Hao Bai, Xu Duan, YiQun Ma
Roles Funding acquisition, Project administration, Resources, Writing – review & editing
Affiliation School of Information Engineering, Hainan Vocational University of Science and Technology, Haikou, Hainan, China
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Xu Duan ,
Contributed equally to this work with: Shulong Zhuo, Xiaojian Zhou, Jiajing Cai, Hao Bai, Xu Duan, YiQun Ma
Roles Data curation, Formal analysis, Methodology, Validation
Affiliation School of Information Engineering, Hainan Vocational University of Science and Technology, Haikou, Hainan, China
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YiQun Ma
Contributed equally to this work with: Shulong Zhuo, Xiaojian Zhou, Jiajing Cai, Hao Bai, Xu Duan, YiQun Ma
Roles Conceptualization, Data curation, Investigation, Methodology
Affiliation School of Information Engineering, Hainan Vocational University of Science and Technology, Haikou, Hainan, China
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A lightweight network for phone surface defect detection with industrial deployment on RK3568 edge devices
- Shulong Zhuo,
- Xiaojian Zhou,
- Jiajing Cai,
- Hao Bai,
- Xu Duan,
- YiQun Ma
- Published: December 19, 2025
- https://doi.org/10.1371/journal.pone.0336971