首页> 外国专利> CONVOLUTIONAL NEURAL NETWORK-BASED ANOMALY DETECTION APPARATUS AND ANOMALY DETECTION TRAINING DATA GENERATION APPARATUS

CONVOLUTIONAL NEURAL NETWORK-BASED ANOMALY DETECTION APPARATUS AND ANOMALY DETECTION TRAINING DATA GENERATION APPARATUS

机译:基于卷积神经网络的异常检测装置和异常检测训练数据生成装置

摘要

The present invention relates to a convolutional neural network-based anomaly detection apparatus and an anomaly detection training data generation apparatus. The convolutional neural network-based anomaly detection apparatus according to an embodiment of the present invention comprises at least one processor. The at least one processor generates at least one piece of abnormal data based on normal data, generates a first plot image corresponding to the normal data, generates a second plot image based on the at least one piece of abnormal data, trains an anomaly detection model based on the first plot image and the second plot image, and determines whether an observation plot image corresponding to data observed by a weather observation apparatus is abnormal by using the trained anomaly detection model.;COPYRIGHT KIPO 2020
机译:基于卷积神经网络的异常检测设备和异常检测训练数据生成设备技术领域本发明涉及基于卷积神经网络的异常检测设备和异常检测训练数据生成设备。根据本发明的实施例的基于卷积神经网络的异常检测装置包括至少一个处理器。所述至少一个处理器基于正常数据生成至少一条异常数据,生成与所述正常数据相对应的第一绘图图像,基于所述至少一条异常数据生成第二绘图图像,训练异常检测模型基于所述第一地块图像和第二地块图像,通过训练后的异常检测模型,确定与气象观测设备观测到的数据对应的观测地块图像是否异常。COPYRIGHT KIPO 2020

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