Model generation device, model generation method, model generation program, model generation system, inspection system and monitoring system

摘要

Problem to be solved: to provide a technology for constructing a generative model capable of generating various data.A model generation apparatus according to one aspect of the present inventionUsing the generative modelThe generator that generates data andMachine learning using local learning dataTransmit the data generated to each of the plurality of learned identification models that have acquired the ability to identify whether the given data is local learning data or notA transmit unit for identifying each identification model to dataThe receiver receives the result of the identification by the identification model for the transmitted data andBy machine learning using the results of the received identificationA learning processing unit that trains a generative model to generate data that reduces the discriminating performance of at least one of the plurality of identification models, and.Diagram