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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
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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
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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
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