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首页|期刊导航|International Journal of Agricultural and Biological Engineering|YOLOv5-VF-W3: A novel cattle body detection approach for precision livestock farming

YOLOv5-VF-W3: A novel cattle body detection approach for precision livestock farming

Wangli Hao Chao Ren Meng Han Fuzhong Li Zhenyu Liu

International Journal of Agricultural and Biological Engineering2025,Vol.18Issue(2):P.269-277,9.
International Journal of Agricultural and Biological Engineering2025,Vol.18Issue(2):P.269-277,9.DOI:10.25165/j.ijabe.20251802.9107

YOLOv5-VF-W3: A novel cattle body detection approach for precision livestock farming

Wangli Hao 1Chao Ren 1Meng Han 1Fuzhong Li 1Zhenyu Liu2

作者信息

  • 1. School of Software,Shanxi Agricultural University,Shanxi 030801,China
  • 2. College of Engineering,Shanxi Agricultural University,Shanxi 030801,China
  • 折叠

摘要

关键词

cattle body detection/varifocal loss/key body parts/WIoUv3 loss

分类

信息技术与安全科学

引用本文复制引用

Wangli Hao,Chao Ren,Meng Han,Fuzhong Li,Zhenyu Liu..YOLOv5-VF-W3: A novel cattle body detection approach for precision livestock farming[J].International Journal of Agricultural and Biological Engineering,2025,18(2):P.269-277,9.

基金项目

supported by the Shanxi Province Basic Research Program(Grant No.202203021212444) (Grant No.202203021212444)

the GuangHe Fund D(Grant No.ghfund202407042032) (Grant No.ghfund202407042032)

Shanxi Agricultural University Science and Technology Innovation Enhancement Project(Grant No.CXGC2023045) (Grant No.CXGC2023045)

Shanxi Postgraduate Education and Teaching Reform Project Fund(Grant No.2022YJJG094) (Grant No.2022YJJG094)

Shanxi Agricultural University Doctoral Research Start-up Project(Grant No.2021BQ88) (Grant No.2021BQ88)

Shanxi Agricultural University Academic Restoration Research Project(Grant No.2020xshf38) (Grant No.2020xshf38)

Young and Middle-aged Top-notch Innovative Talent Cultivation Program of the Software College,Shanxi Agricultural University(Grant No.SXAUKY2024005) (Grant No.SXAUKY2024005)

the Key Research and Development Program of Zhejiang Province under Grand(Grant No.2024C01104,2024001026). (Grant No.2024C01104,2024001026)

International Journal of Agricultural and Biological Engineering

1934-6344

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