DIGITAL SOCIAL PROTECTION SCREEN SYSTEM USING DEEP LEARNING AND ACTIVE SEMI-SUPERVISED LEARNING

摘要

The present invention relates to a digital social protection screen system using deep learning and active semi-supervised learning. In addition, according to the present invention, provided is the digital social protection screen system using deep learning and active semi-supervised learning. The system comprises: a distributed composite sensor module for detecting an environment requiring early warning for various types of crime situations; an alarm sound detection module for detecting alarm sounds of various kinds of alarm sound generators outputted by sensing an emergency situation; a learning module for receiving a detection result from the distributed composite sensor module and the alarm sound detection module by using active semi-supervised learning and deep learning, and adaptively learning the same to provide a learning resu a distributed hub terminal for receiving and analyzing an environment detection result and an alarm sound detection result from the distributed composite sensor module and the alarm sound detection module to detect abnormal situations; and a distributed activator for forming an adjacent protection screen and a local protection screen according to an abnormal situation detected by the distributed hub terminal.;COPYRIGHT KIPO 2018