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智能视频识别在数字孪生北江的应用

王留杰 郭恒睿 陈宇飞 何虹

广东水利水电Issue(5):69-73,5.
广东水利水电Issue(5):69-73,5.

智能视频识别在数字孪生北江的应用

Application of Intelligent Video Recognition in Digital Twin Beijiang

王留杰 1郭恒睿 2陈宇飞 2何虹1

作者信息

  • 1. 水利部珠江水利委员会珠江水利综合技术中心,广州 510610
  • 2. 广东省水利水电科学研究院,广州 510635
  • 折叠

摘要

Abstract

The digital twin watershed is the core and key of smart water conservancy construction,and the core task of building a digital twin watershed is to strengthen the construction of data,algorithms,and computing power.Algorithm is the mathematical expression of the natural laws of physical watersheds and is the key to building a digital twin watershed.During the construction process of the digital twin Beijiang,a video intelligent recognition model is constructed,and a sample training set is formed through data collection.Buy using edge cloud collaborative algorithm,floating objects and sand dredgers are efficiently and timely identified.At the same time,the recognition results will be deeply integrated with river and lake management,water management supervision and other businesses,timely pushing warning information,providing intelligent and practical algorithm services for water conservancy management activities,and inproving water conservancy perception capabilities.

关键词

漂浮物检测/边云协同/视频监控/采砂船识别/数字孪生北江

Key words

floating object detection/edge cloud collaboration/video monitoring/identification of sand dredgers/digital twin Beijiang

分类

信息技术与安全科学

引用本文复制引用

王留杰,郭恒睿,陈宇飞,何虹..智能视频识别在数字孪生北江的应用[J].广东水利水电,2025,(5):69-73,5.

基金项目

广东省水利科技创新项目(编号:2024-06). (编号:2024-06)

广东水利水电

1008-0112

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