首页> 外国专利> INSPECTION SYSTEM, IMAGE RECOGNITION SYSTEM, RECOGNITION SYSTEM, DISCRIMINATOR GENERATION SYSTEM, AND LEARNING DATA GENERATION DEVICE

INSPECTION SYSTEM, IMAGE RECOGNITION SYSTEM, RECOGNITION SYSTEM, DISCRIMINATOR GENERATION SYSTEM, AND LEARNING DATA GENERATION DEVICE

机译:检查系统,图像识别系统,识别系统,鉴别器生成系统和学习数据生成设备

摘要

In order to provided technique capable of generating a discriminator with high inference accuracy at low cost, this inspection system generates, from first image data, multiple sets of second image data of a product; determines, by means of a first discriminator, whether or not to adopt each set of second image data as learning data; generates a learning data set on the basis of the second image data that was determined to be adopted as learning data; by applying machine learning utilizing the generated learning data set, constructs a second discriminator for determining the acceptability of a product; and uses the constructed second discriminator to determine the acceptability of a product in target image data.
机译:为了提供一种能够以低成本生成高推理精度的鉴别器的技术,该检查系统根据第一图像数据生成多组产品的第二图像数据。通过第一鉴别器确定是否采用每组第二图像数据作为学习数据;基于被确定为学习数据的第二图像数据,生成学习数据集;通过利用生成的学习数据集应用机器学习,构造第二个判别器,以确定产品的可接受性;并使用构造的第二个判别器确定目标图像数据中产品的可接受性。

著录项

  • 公开/公告号WO2019176993A1

    专利类型

  • 公开/公告日2019-09-19

    原文格式PDF

  • 申请/专利权人 OMRON CORPORATION;

    申请/专利号WO2019JP10183

  • 发明设计人 IJIRI YOSHIHISA;

    申请日2019-03-13

  • 分类号G06N3/08;G06N3/04;

  • 国家 WO

  • 入库时间 2022-08-21 11:53:14

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