MODEL GENERATION DEVICE, MODEL GENERATION METHOD, MODEL GENERATION PROGRAM, MODEL GENERATION SYSTEM, INSPECTION SYSTEM, AND MONITORING SYSTEM

摘要

The present invention provides technology for constructing a generation model capable of generating various data. A model generation device according to one aspect of the present invention comprises: a generation unit for generating data using a generation model; a transmission unit for transmitting data generated by each of a plurality of pre-learned discriminative models respectively having gained, by machine learning that uses local learning data, the capability of discriminating whether or not given data is local learning data and causing each discriminative model to execute the discrimination of data; a receiving unit for receiving the result of discrimination performed on the transmitted data by each discriminative model; and a learning processing unit for training, by machine learning that uses the received discrimination result, the generation model so as to generate data that would cause the discriminating performance of at least one of the plurality of discriminative models to decrease.