摘要
中国的智慧化城市已经进入高峰期,深度学习、5G等技术为人们的工作和生活提供了便捷,同时对于安全的需求也逐渐增加,本文利用Jetson Nano和OpenCV两种技术相结合,实现了一种新型的智能门锁,利用OpenCV实现人脸识别算法,并将其嵌入到Jetson Nano小型人工智能计算机;利用Jetson Nano自带的GPIO接口来控制门锁。实验证明,本文所提出的智能门锁系统能够正确的识别人脸,并通过识别结果来控制门锁的开关,既带来了方便又保障了安全性。
Smart city construction has met the peak in China.Deep learning,5 G and other technologies provide convenience for people’s work and life,while the demand for security is gradually increasing.In this paper,the combination of Jetson Nano and OpenCV technologies is used to achieve a new type of intelligent door lock,in which OpenCV is used to realize face recognition algorithm and a small intelligence computer called the Jetson Nano is embedded to control the door lock with the GPIO interface from Jetson Nano.Experiments show that the intelligent door lock system proposed in this paper can correctly recognize the face and control the door lock switch according to the recognition results,which is convenience and ensure security.
作者
周宇
杨国平
刘淼
ZHOU Yu;YANG Guoping;LIU miao(Automotive Engineering college,Shanghai University of Engineering and Science,Shanghai 201620,China)
出处
《智能计算机与应用》
2022年第2期120-122,125,共4页
Intelligent Computer and Applications
