摘要
为解决现有立体车库控制系统智能化程度较低等问题,设计了一种基于人脸识别的智能立体车库控制系统,该系统基于Cortex-M3内核的ARM芯片设计核心智能控制器,通过PLC系统控制车库调度车位供用户停取车,并将车库运行状态数据通过PLC系统和传感器模块采集后经网络通信模块上传至云平台提供可视化监控,同时基于人脸识别技术设计实现用户身份认证系统,使用深度学习方法实现人脸检测与人脸识别功能,通过交互触摸屏外化识别结果供用户核对。系统经实地测试,实现了刷脸存取车、运行数据上云等功能,且运行稳定,提升了用户体验和运维管理效率,可为提高立体车库的智能化和信息化建设提供指导。
In order to solve the problems of low level of intelligence of the existing stereo garage control systems,this paper designs an intelligent stereo garage control system based on face recognition.The system schedules the parking space with the PLC system for users to stop and pick up the car.System also collects the running data of the garage through the PLC system and sensor module and uploads the data to the cloud platform through the network communication module to provide visual monitoring.A user identity authentication system based on face recognition technology is designed and implemented.Deep learning methods are used to realize face detection and face recognition functions,and the recognition results are externalized through interactive touch screens for users to check.The system has been tested on the spot to realize the functions of face-sweeping and accessing the car,uploading running data to the cloud,etc.stably,and improves the user experience and the efficiency of operation and maintenance management,and provides guidance for improving the intelligent.
出处
《工业控制计算机》
2022年第7期1-3,共3页
Industrial Control Computer
基金
国家自然科学基金项目(61504027)
江苏省重点研发计划项目(BE2019052)
苏州市重点产业技术创新项目(SGC2021054,SGC2021058,SGC201854,SGC201733)。
关键词
立体车库
人脸检测
人脸识别
系统设计
stereo garage
face detection
face recognition
system design
