Face recognition of students based on ArcFace

Face recognition of students based on ArcFace

연구 분야: Verification

학회: ICASIT 2020: Proceedings of the 2020 International Conference on Aviation Safety and Information Technology

With the development of AI technology, the field of face recognition has also entered a period of rapid development. Since 2012, deep learning has shined in ILSVRC-2012, the application of Convolutional Neural Network in image recognition is more and more extensive. Recognition research also relies on the deep learning algorithm and the superior learning ability of neural networks to achieve the unprecedented height of face recognition accuracy and recognition speed. This article is based on deep learning and neural network, using MXNet framework and ArcFace to design a more efficient face access control system.