Learning-data enhancement device for machine learning model and method for learning-data enhancement

摘要

The present invention relates to a machine learning learning data augmentation apparatus and augmentation method capable of significantly increasing the amount of training images while maintaining the label information of the original image, Machine learning learning data augmentation apparatus according to an embodiment of the present invention, Raw data collection unit for collecting a plurality of raw data; A learning data generator configured to generate a plurality of training data by labeling at least one or more objects included in the collected plurality of raw data; And, at least one object included in at least one of the plurality of generated training data is inserted into at least one of the remaining training data to generate at least one or more virtual training data. Includes wealth.