基于嵌入式人脸识别的智能考勤系统的设计

Intelligent Attendance System Based on Embedded Face Recognition

根据现代办公考勤需求,设计了一套基于人脸识别的智能考勤系统,使用开源opencv库、RFBNet网络、AdaFace算法作为软件系统的主要算法,采用意法半导体公司的STM32微处理器作为核心控制处理器,使用低功耗传输模块、云服务器、MySQL数据库及单目摄像头等实现了个性化系统数据分析及考勤签到打卡功能,方便简洁,可用于多种生活场景(如高校、企事业单位等),具有良好的应用价值。

According to the demand of modern office attendance,a set of intelligent attendance system based on face recognition is designed.Open source opencv library,RFBNet network and AdaFace algorithm are used as the main algorithms of the software system.The STM32 microprocessor of ST is adopted as the core control processor,and the functions of personalized system data analysis and attendance check-in are realized by using low-power transmission module,cloud server,MySQL database and mono camera.It is convenient and concise,and can be used in various life scenarios(such as universities,enterprises and institutions,etc.),and has good application value.