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Home > Wen Yuan (Middle School Edition) > 2022 No.08 > 水利工程施工人员不安全行为识别方法

  • 水利工程施工人员不安全行为识别方法

    Author(s)：

    孟祥志

    Publication Title：

    Wen Yuan (Middle School Edition) 2022 No.08

    Affiliations：

    绥中县龙屯水库管理处

    Abstract：

    以计算机视觉和深度学习技术为基础，研究面向水利建设领域的不安全行为识别技术。首先，研究基于YOLOv5的人工作业机器人在大规模环境中存在的微小目标漏检和误检问题，建立人工作业机器多对象目标识别模型。其次，以目标检测模型为基础，针对静态危险区域、动态施工机械和未戴安全帽等常见的不安全行为进行识别。并以具体的项目为例进行了说明，采用的识别技术增强了施工现场的控制手段与强度，使水利建设项目的安全管理信息化程度得到提高。

    Keywords：

    水利工程；识别方法；不安全行为；施工人员

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    [1] 孟祥志.水利工程施工人员不安全行为识别方法[J].Wen Yuan (Middle School Edition),2022(08),.

文渊(中学版)
Wen Yuan (Middle School Edition)

Language: 中文

CN：11-9275/G

ISSN：2096-627X

Publication Frequency: 月刊

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