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Open Access

Peer-reviewed

Research Article

Multi-defect detection and classification for aluminum alloys with enhanced YOLOv8

Ying Han,

Roles Data curation, Formal analysis, Methodology, Writing – original draft, Writing – review & editing

Affiliation Naval Architecture and Port Engineering College, Shandong Jiaotong University Weihai, Weihai, Shandong, People’s Republic of China

https://orcid.org/0009-0008-6628-0275

⨯
Xingkun Li,

Roles Data curation, Formal analysis, Methodology

Affiliation Naval Architecture and Port Engineering College, Shandong Jiaotong University Weihai, Weihai, Shandong, People’s Republic of China
⨯
Gongxiang Cui,

Roles Data curation, Investigation, Methodology

Affiliation Naval Architecture and Port Engineering College, Shandong Jiaotong University Weihai, Weihai, Shandong, People’s Republic of China
⨯
Jie Song,

Roles Data curation, Formal analysis

Affiliation Naval Architecture and Port Engineering College, Shandong Jiaotong University Weihai, Weihai, Shandong, People’s Republic of China
⨯
Fengyu Zhou,

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation

Affiliation School of Control Science and Engineering, Shandong University, Jinan, Shandong, People’s Republic of China
⨯
Yugang Wang

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology

* sdu201413070@gmail.com

Affiliation Naval Architecture and Port Engineering College, Shandong Jiaotong University Weihai, Weihai, Shandong, People’s Republic of China

https://orcid.org/0000-0003-1495-6831

⨯

Multi-defect detection and classification for aluminum alloys with enhanced YOLOv8

Ying Han,
Xingkun Li,
Gongxiang Cui,
Jie Song,
Fengyu Zhou,
Yugang Wang

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Published: March 20, 2025
https://doi.org/10.1371/journal.pone.0316817

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