APPARATUS AND METHOD FOR LEARNING MACHINE LEARNING MODELS BASED ON VIRTUAL DATA

摘要

The present invention is for learning a machine learning model using virtual data, and a virtual data generation unit for generating virtual data from basic data obtained through computer-aided design (CAD) software or game engines for an identification target, A comparison unit comparing the verification data including the characteristics of the actual image for the identification target with the characteristics extracted from the virtual data, and determining whether the virtual data satisfies the learning data condition; It characterized in that it comprises a learning unit for performing learning, and a control unit for controlling the learning unit to achieve learning of the machine learning model according to the generated virtual data according to the determination result of the comparison unit.