基于EAIDK310和OneNET云平台的非接触式智能门禁系统  

Non-contacted intelligent access control system based on EAIDK310 and OneNET cloud platform

作　　者：楼陈哲 夏鲲[1] 张文君[1] 莫英东 Lou Chenzhe;Xia Kun;Zhang Wenjun;Mo Yingdong(Department of Electrical Engineering,University of Shanghai for Science and Technology,Shanghai 200093,China)

机构地区：[1]上海理工大学电气工程系,上海200093

出　　处：《电子技术应用》2022年第5期89-93,共5页Application of Electronic Technique

摘　　要：物联网时代下,智能家居作为人们日常生活中重要的一环,正在飞速发展。设计了一款基于EAIDK310和OneNET云平台的非接触式智能门禁系统,采用Arm公司与Open AI Lab联合开发的EAIDK310人工智能开发套件作为系统控制核心,在主控板内通过人脸识别、手势识别、语音交互等功能实现无接触门禁进出。系统借助人工智能中发展较为成熟的卷积神经网络并通过百度AI开放平台的领先优势进行人脸识别、手势数字识别和语音实时交互,在保证识别速度够快的同时也能够维持非常高的识别精准度,引入活体检测避免不法分子使用照片欺骗系统,使得整个门禁系统更加安全。系统通过Wi-Fi将数据上传移动OneNET云平台,与微信小程序进行数据图像交互,主人可在任何地点通过手机对门禁系统进行解锁等操作,并能监控门禁外实时图像,能够在住户安全方面提供保障。In the era of Internet of Things, smart home, as an important part of people ′ s daily life, is developing rapidly. This paper designs a contactless intelligent access control system based on EAIDK310 and OneNET cloud platform, using the EAIDK310AI development kit jointly developed by Arm and Open AI Lab as the system control core, and realizing contactless access control through face recognition, gesture recognition, voice interaction and other functions within the main control board. This work uses the more mature convolutional neural network in artificial intelligence and the leading edge of Baidu AI open platform for face recogni-tion, gesture recognition and voice interaction in real time, which can maintain a very high recognition accuracy while ensuring a fast enough recognition speed, and the introduction of live detection to avoid unscrupulous elements using photos to cheat the sys-tem, making the whole access control system more secure. This work uploads data to the mobile OneNET cloud platform through Wi-Fi, and interacts with WeChat applet for data images, so that the owner can unlock the access control system and other opera-tions through his cell phone at any location, and can monitor real-time images outside the access control, which can provide pro-tection in terms of occupant security.

关 键 词：智能家居 物联网 智能门禁系统 图像识别 语音识别 云平台 

分 类 号：TN98[电子电信—信息与通信工程] TP274[自动化与计算机技术—检测技术与自动化装置]