面部识别安全警报系统

2021 IEEE AFRICON Pub Date : 2021-09-13 DOI:10.1109/africon51333.2021.9570855

Gabriela Da Silva Sousa, E. N. Mambou, T. Swart

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引用次数: 3

摘要

本文介绍了一种实时人脸识别安全系统的设计与实现。该安全系统展示了如何通过面部识别来调整监控以提供更高级别的安全。安全系统是在一个四口之家实施的。结果表明，所设计的人脸识别安全系统在由4个注册用户的未见图像组成的测试图像数据集上实现了100%的训练准确率和96%的验证准确率。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Facial Recognition Security Alert System

In this paper the design and implementation of a real-time face recognition security system is presented. The security system demonstrates how surveillance can be adapted to offer a greater level of security with facial recognition. The security system was implemented in a four-person household. Results show that the designed facial recognition security system achieved a 100% training and 96% validation accuracy with a 100% accuracy on the test images dataset consisting of unseen images of the four enrolled users.

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来源期刊

2021 IEEE AFRICON

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