Intelligent education management system design for universities based on MTCNN face recognition algorithm
Xiaohua Xiao,
Zhixian Su,
Qiqi Ye
et al.
Abstract:This paper first constructs an intelligent education management system for universities according to their needs and explains its logical and technical architecture. Secondly, a multi-task convolutional neural network with MTCNN is used to detect faces, and different loss functions are selected to ensure recognition accuracy. Finally, the effectiveness of the application of intelligent education management systems in universities is verified through performance tests. The results show that the time consumed fo… Show more
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