ABOUT THE EXPEDIENCY OF USING NEURAL NETWORK DETECTORS IN THE INTEGRATED SECURITY SYSTEM OF AN EDUCATIONAL ORGANIZATION

Zhangeriev Aslangeri Yurievich, Kardangushev Islam Zaurbekovich, Zhangeriev Sultan Aslangerievich

The topic of ensuring the physical safety of students and staff of an educational organization using neural network technologies is touched upon. The statistics of incidents and incidents falling into the category of "school shutting" events in educational organizations of the Russian Federation in recent years are presented. The results of testing and practical application of neural network detectors of the open video surveillance system of Kabardino-Balkarian State University named after H.M.Berbekov (hereinafter – KBSU named after H.M.Berbekov) are presented. The features of the use of neural network detectors of the poses of a "Recumbent person", "Sitting person", "Man with raised arms", "Arrow" are described. The identified problems in the course of applying neural network detectors in practice, the prospects for their use and the factors constraining their mass application in educational organizations are touched upon.

Keywords:video surveillance, neural network detector, integrated security of an educational organization