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Research and Development of a System for Determining Abnormal Human Behavior by Video Image Based on Deepstream Technology

Mikhail Gorodnichev, M. D. Gromov, Ksenia Polyantseva, Marina Moseva

20222022 Wave Electronics and its Application in Information and Telecommunication Systems (WECONF)18 citationsDOI

Abstract

This article is devoted to the development of a system for determining abnormal human behavior based on DeepStream technology. The article describes existing solutions, as well as describes in detail the process of designing and developing an intelligent system, which includes: choosing the system architecture; preparing a data set for training; designing the architecture of an artificial neural network; the process of training a neural network; as well as demonstrating the operation of the designed and developed system.

Topics & Concepts

Computer scienceProcess (computing)Artificial neural networkArchitectureSet (abstract data type)Artificial intelligenceSystems architectureTraining systemComputer architectureOperating systemEconomicsEconomic growthVisual artsProgramming languageArtAdvanced Data Processing TechniquesAnomaly Detection Techniques and ApplicationsAdvanced Computational Techniques in Science and Engineering
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