Detection and recognition of foreign objects in Pu-erh Sun-dried green tea using an improved YOLOv8 based on deep learning

Houqiao Wang; Xiaoxue Guo; Shihao Zhang; Gongming Li; Qiang Zhao; Zejun Wang

doi:10.1371/journal.pone.0312112

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Open Access

Peer-reviewed

Research Article

Detection and recognition of foreign objects in Pu-erh Sun-dried green tea using an improved YOLOv8 based on deep learning

Houqiao Wang,

Roles Conceptualization, Data curation, Investigation, Project administration, Resources, Supervision, Writing – original draft

Affiliation College of Tea Science, Yunnan Agricultural University, Kunming, China
⨯
Xiaoxue Guo,

Roles Investigation, Project administration, Resources

Affiliation College of Mechanical and Electrical Engineering, Wuhan Donghu University, Wuhan, China
⨯
Shihao Zhang,

Roles Data curation, Resources, Software, Validation

Affiliation College of Mechanical and Electrical Engineering, Wuhan Donghu University, Wuhan, China
⨯
Gongming Li ,

Roles Project administration, Supervision, Validation, Writing – review & editing

* E-mail: 13797554490@163.com (GL); zhaoiqang1486wdy@wdu.edu.cn (QZ); wangzejun0529741X@163.com (ZW)

Affiliation College of Mechanical and Electrical Engineering, Wuhan Donghu University, Wuhan, China

https://orcid.org/0009-0006-9103-8195

⨯
Qiang Zhao ,

Roles Data curation, Project administration, Supervision, Writing – original draft, Writing – review & editing

* E-mail: 13797554490@163.com (GL); zhaoiqang1486wdy@wdu.edu.cn (QZ); wangzejun0529741X@163.com (ZW)

Affiliation College of Mechanical and Electrical Engineering, Wuhan Donghu University, Wuhan, China
⨯
Zejun Wang

Roles Conceptualization, Funding acquisition, Investigation, Software, Supervision

* E-mail: 13797554490@163.com (GL); zhaoiqang1486wdy@wdu.edu.cn (QZ); wangzejun0529741X@163.com (ZW)

Affiliation College of Tea Science, Yunnan Agricultural University, Kunming, China
⨯

Detection and recognition of foreign objects in Pu-erh Sun-dried green tea using an improved YOLOv8 based on deep learning

Houqiao Wang,
Xiaoxue Guo,
Shihao Zhang,
Gongming Li,
Qiang Zhao,
Zejun Wang

Published: January 8, 2025
https://doi.org/10.1371/journal.pone.0312112

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