The goal of this diploma project is to develop a facial recognition-based intelligent authentication system and automate the management of entrance doors,
making it competitive with foreign counterparts.
In this diploma project, a system for intelligent authentication and automated control of entrance doors has been developed. Popular architectures were analyzed, and the possibility of system modernization was implemented to avoid model overfitting and to be used on limited computational resources. Numerous experiments were conducted to minimize these issues. The developed system integrates the automation of the door opening and closing process and provides facial authentication. Thus, a domestic system of intelligent facial authentication and automation of entrance door management processes has been developed, which will be competitive with foreign counterparts.
Research advisor: I. Cherepanska
