Deep learning-based image on personal information image processing system apparatus and method therefor

摘要

In the present invention, since image personal information such as a user's face among data collected as input data for deep learning is directly related to a problem that privacy infringement may occur, a small amount of computational resources can be obtained by distributing such image personal information through the dispersion of a deep learning process. It is also related to a technique for efficiently processing to reduce the discrimination power, and may include a data generation unit, a layer calculation unit, an inverse data acquisition unit, an unidentified image generation unit, a loss rate calculation unit, and an identifiable determination unit, Even in personal portable terminals and personal computers that do not possess computational power, it is possible to de-identify images with relatively little computational power, so deep learning learning as well as big data transmission and processing for various purposes can be performed on various devices without the possibility of personal information leakage. This can provide the effect that this may be possible.