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Learning data generation method / program for event occurrence estimation, learning model and event occurrence estimation device

机译:用于事件发生估计,学习模型和事件发生估计设备的学习数据生成方法/程序

摘要

PROBLEM TO BE SOLVED: To provide a method of generating learning data for generating a learning model capable of estimating the susceptibility to a predetermined event based on input image data relating to a situation of a surrounding or a predetermined environment. SOLUTION: In this learning data generation method, a process of assigning a value related to the situation to each pixel or a unit area is performed on image data related to the situation of the surrounding or a predetermined environment, and the situation is assigned to each formed pixel area. Based on the step of generating the area-divided image data which is the image data with the label according to the above, and the pixel area and the label of the area-divided image data, the situation information which is the information which can be related to the occurrence of a predetermined event is determined. It has a step and a step of generating training data including a data set in which a value indicating that a predetermined event is likely to occur is associated with a value indicating that a predetermined event is likely to occur with respect to image data for which status information satisfying a predetermined condition is determined as correct answer data. doing. [Selection diagram] Fig. 1
机译:要解决的问题:提供一种生成用于生成学习模型的学习数据的方法,该学习模型基于与周围或预定环境的情况有关的输入图像数据估计对预定事件的敏感性。解决方案:在该学习数据生成方法中,对与周围的情况的情况或预定环境相关的图像数据执行与情况到每个像素或单位区域的分配与情况相关的值的过程,并且将情况分配给每个情况形成像素区域。基于作为根据上述标签的图像数据生成区域分割图像数据的步骤,以及像素区域和区域划分图像数据的标签,是可以是信息的情况信息确定与发生预定事件的发生相关。它具有生成包括数据集的训练数据的步骤和步骤,其中指示可能发生预定事件的值与指示可能相对于哪个状态的图像数据发生预定事件的值相关联的值满足预定条件的信息被确定为正确的答案数据。正在做。 [选择图]图1

著录项

  • 公开/公告号JP2021034739A

    专利类型

  • 公开/公告日2021-03-01

    原文格式PDF

  • 申请/专利权人 KDDI株式会社;

    申请/专利号JP20190148395

  • 发明设计人 田坂 和之;菅野 勝;

    申请日2019-08-13

  • 分类号H04N7/18;G08G1/01;G08G1/16;G06T7/11;

  • 国家 JP

  • 入库时间 2022-08-24 17:24:44

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