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MACHINE-LEARNING MODEL OPERATION MANAGEMENT SYSTEM AND MACHINE-LEARNING MODEL OPERATION MANAGEMENT METHOD

机译:机器学习模型操作管理系统与机器学习模型操作管理方法

摘要

A machine learning model operation management system includes a model building server and an operation server. The model building server builds a trained machine learning model based on received training data. When the trained machine learning model stored in a robot controller operates for determining the operation of a robot, the operation server receives operation information generated by the robot controller. Data of the trained machine learning model built by the model building server is assigned with model identification information that uniquely identifies the trained machine learning model. The robot controller makes an external inquiry as to whether or not it has permission to use the trained machine learning model stored in itself, and if it has the permission to use, it makes the trained machine learning model available for use. The operation server stores the operation information in association with the model identification information.
机译:机器学习模型操作管理系统包括模型构建服务器和操作服务器。 模型构建服务器基于接收的培训数据构建培训的机器学习模型。 当存储在机器人控制器中的训练机学习模型工作以确定机器人的操作时,操作服务器接收由机器人控制器生成的操作信息。 由模型构建服务器构建的培训机器学习模型的数据分配了唯一识别培训的机器学习模型的型号识别信息。 机器人控制器对其允许使用本身存储的培训的机器学习模型进行外部查询,并且如果它具有使用权限,则使培训的机器学习模型可供使用。 操作服务器与模型识别信息相关联地存储操作信息。

著录项

  • 公开/公告号EP3932626A1

    专利类型

  • 公开/公告日2022-01-05

    原文格式PDF

  • 申请/专利权人 KAWASAKI JUKOGYO KABUSHIKI KAISHA;

    申请/专利号EP20200763085

  • 发明设计人 HASUNUMA HITOSHI;YAMAGUCHI JUN;

    申请日2020-02-27

  • 分类号B25J13;G06F21/10;G06F21/62;G06N20;

  • 国家 EP

  • 入库时间 2022-08-24 23:13:17

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