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MODEL LEARNING DEVICE, GENERATION METHOD OF LEARNT MODEL, PROGRAM, LEARNT MODEL, MONITORING DEVICE, AND MONITORING METHOD

机译:模型学习装置,学习模型的生成方法,程序,学习模型,监视装置以及监视方法

摘要

To determine normality of a monitoring target properly by a learnt model even when a size of teacher data is small.SOLUTION: An image acquisition part acquires image data in which a normal monitoring target is imaged. An image processing part generate a plural pieces of replica image data by conducting different image processing accompanying a change of color tone on the image data within a range not exceeding a normal range of the monitoring target. A learning part makes a model learning using the plural pieces of replica image data as teacher data so that a value to be used in determination of normality of the monitoring target is outputted from the image data imaging the monitoring target.SELECTED DRAWING: Figure 1
机译:即使在教师数据较小的情况下,也可以通过学习的模型正确确定监视目标的正常性。解决方案:图像获取部分获取对常规监视目标成像的图像数据。图像处理部通过在不超过监视对象的通常范围的范围内对图像数据进行伴随色调变化的不同的图像处理,从而生成多个副本图像数据。学习部分使用多份副本图像数据作为教师数据进行模型学习,以便从对监视目标进行成像的图像数据中输出要用于确定监视目标正常性的值。

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