Development of a Face Identification System’s Prototype
Sergey N. Tkachenko, A V Pichugina, A A Shpilevoy, A I Zakharov · Journal of Physics Conference Series · 2022
Abstract The paper considers the development of a prototype of a user identification system by face. The system uses face recognition technology built on base points. Neural networks and machine learning methods are used for development of this system. The system is designed using principal component analysis, support vector machine classifier and deep artificial neural networks. We have developed a user-friendly interface. The system has been verified on test images and has been shown sufficient accuracy for identifying people by their photos.