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先进的深度学习框架用于用多束前声纳探测水下物体

Liangfu Ge1, Premjeet Singh2, Ayan Sadhu1

  • 1Department of Civil and Environmental Engineering, The Western Academy for Advanced Research, Western University, London, ON, Canada.

Structural health monitoring
|July 7, 2025
PubMed
概括

本研究引入了使用声纳数据进行水下物体检测 (UOD) 的先进深度学习框架. 基于YOLOv7的增强模型显著改善了水下基础设施管理的目标分类,本地化和转移学习.

关键词:
水下基础设施检查水下基础设施检查深度学习是一种深度学习.多光束前声纳成像多光束前声纳成像远程操作的车辆远程操作的车辆结构健康监测 结构健康监测转移学习转移学习水下物体检测系统是用来检测水下物体的.

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