基于Jetson Nano的智能门禁系统  

Intelligent Access Control System Based on Jetson Nano

作　　者：罗平[1] 虞俊锋 邱富康 LUO Ping;YU Junfeng;QIU Fukang(School of Automation,Hangzhou Dianzi University,Hangzhou 310018,China)

机构地区：[1]杭州电子科技大学自动化学院,杭州310018

出　　处：《实验室研究与探索》2022年第5期130-134,共5页Research and Exploration In Laboratory

基　　金：浙江省自然科学基金(LY20E070004);浙江省高等教育“十三五”第二批教学改革项目(jg20190166)。

摘　　要：针对在新冠肺炎疫情时期实验室、办公室等小型半封闭场所出入人员的管理问题,基于Jetson Nano硬件平台利用人脸识别和目标检测等算法对门禁系统进行设计与实现。该门禁系统实现了智能身份识别与口罩佩戴检测以及网页端的远程控制功能。测试表明,该门禁系统的识别正确率和识别速率可用于疫情时期出入人员的管理,具有实用性高、成本低、性能良好的特点。Aiming at the management of personnel entering and exiting in small semi-enclosed places such as laboratories and offices during the period of the new crown pneumonia epidemic,anaccess control system is designed and implemented using algorithms such as face recognition and target detection based on the hardware platform of Jetson Nano.The access control system realizes the functions of intelligent identification,mask wearing detection and remote control on the Web page.The test results show that the recognition accuracy and recognition rate of the access control system can be used for the personnel management during the epidemic period,and has the characteristics of high practicability,low cost and good performance.

关 键 词：门禁系统 人脸识别 目标检测 

分 类 号：TP368.1[自动化与计算机技术—计算机系统结构]