Detection method of PPE wearing and small target positioning for offshore operators: The improved YOLOv11 model and targets recognition

• Xiaosai Guo,

  Roles Data curation, Formal analysis, Writing – original draft

  Affiliation School of Mechanical Engineering, Tianjin University of Technology and Education, Tianjin, China

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• Shihai Zhang ,

  Roles Supervision, Validation, Writing – review & editing

  * E-mail: zshky77@163.com

  Affiliation School of Mechanical Engineering, Tianjin University of Technology and Education, Tianjin, China

  https://orcid.org/0000-0002-7725-4493

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• Chongnian Qu,

  Roles Supervision, Writing – review & editing

  Affiliation School of Mechanical Engineering, Tianjin University of Technology and Education, Tianjin, China

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• Qingzheng Zhang

  Roles Formal analysis, Investigation

  Affiliation School of Mechanical Engineering, Tianjin University of Technology and Education, Tianjin, China

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