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Underwater target detection learning device and underwater target detection device

机译:水下目标检测设备和水下目标检测装置

摘要

PROBLEM TO BE SOLVED: To provide a system for detecting an underwater target using a neural network, operating a large number of learning models depending on observation conditions, and realizing highly accurate target detection. SOLUTION: A learning model aggregate 114 in which a plurality of learning models related to observation data of an underwater target are accumulated together with the observation condition 101 is created, a distance calculation means 109 for calculating the distance between the observation conditions 101 is provided, and the learning model aggregate is provided. Based on the distance between the conditions of 114, the model selection means 108 selects one or more corresponding learning models, and the inference means 122 estimates the underwater target by the extracted learning model. [Selection diagram] Fig. 1
机译:要解决的问题:提供一种用于使用神经网络检测水下目标的系统,根据观察条件操作大量学习模型,并实现高精度的目标检测。 解决方案:创建了一个学习模型集合114,其中,创建了与观察条件101一起累积与水下目标的观察数据相关的多个学习模型,用于计算观察条件101之间的距离的距离计算装置109, 提供了学习模型聚合。 基于114条件之间的距离,模型选择装置108选择一个或多个相应的学习模型,并且推理装置122通过提取的学习模型估计水下目标。 [选择图]图1

著录项

  • 公开/公告号JP2021190040A

    专利类型

  • 公开/公告日2021-12-13

    原文格式PDF

  • 申请/专利权人 株式会社日立製作所;

    申请/专利号JP20200098166

  • 发明设计人 市毛 健志;下脇 僚太;

    申请日2020-06-05

  • 分类号G06N20;G01S15/88;

  • 国家 JP

  • 入库时间 2022-08-24 22:46:21

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