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Open Access

Peer-reviewed

Research Article

MS-YOLOv11: A multi-scale feature fusion network for real-time rooftop photovoltaic detection from UAV images

Jiajun Zhu,

Roles Writing – original draft

Affiliation College of Yonyou Digital Intelligence, Nantong Institute of Technology, Nantong, China
⨯
Hongxi Jin,

Roles Conceptualization

Affiliation College of Yonyou Digital Intelligence, Nantong Institute of Technology, Nantong, China
⨯
Depeng Gao,

Roles Funding acquisition

Affiliation College of Yonyou Digital Intelligence, Nantong Institute of Technology, Nantong, China
⨯
Xiangxiang Mei,

Roles Conceptualization, Resources

Affiliation College of Yonyou Digital Intelligence, Nantong Institute of Technology, Nantong, China
⨯
Shuxi Chen,

Roles Validation

Affiliation College of Yonyou Digital Intelligence, Nantong Institute of Technology, Nantong, China
⨯
Jianlin Qiu ,

Roles Project administration

* E-mail: 20229161@ntit.edu.cn

Affiliation College of Yonyou Digital Intelligence, Nantong Institute of Technology, Nantong, China
⨯
Haifei Zhang

Roles Validation

* E-mail: 20229161@ntit.edu.cn

Affiliation School of Information Engineering, Nantong Institute of Technology, Nantong, China

https://orcid.org/0009-0000-2807-2645

⨯

MS-YOLOv11: A multi-scale feature fusion network for real-time rooftop photovoltaic detection from UAV images

Jiajun Zhu,
Hongxi Jin,
Depeng Gao,
Xiangxiang Mei,
Shuxi Chen,
Jianlin Qiu,
Haifei Zhang

x

Published: May 6, 2026
https://doi.org/10.1371/journal.pone.0346424

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