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Open Access

Peer-reviewed

Research Article

LPD-YOLOv7-tiny: An enhanced lightweight YOLOv7-tiny model for real-time potato quality detection

Hong Yu,

Roles Conceptualization, Data curation, Methodology, Project administration, Validation, Writing – original draft

Affiliation College of Agricultural Engineering, Jiangsu Agri-animal Husbandry Vocational College, Taizhou, China
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Jiaxuan Hao,

Roles Data curation, Writing – review & editing

Affiliation College of Art and Design, Nanning Normal University, Nanning, China
⨯
Yongbo Li

Roles Funding acquisition, Project administration, Software, Writing – review & editing

* E-mail: yzdxlyb@163.com

Affiliation College of Intelligent Manufacturing, TaiZhou Polytechnic college, Taizhou, China

https://orcid.org/0009-0006-1091-6540

⨯

LPD-YOLOv7-tiny: An enhanced lightweight YOLOv7-tiny model for real-time potato quality detection

Hong Yu,
Jiaxuan Hao,
Yongbo Li

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Published: October 23, 2025
https://doi.org/10.1371/journal.pone.0332043

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