基于YOLOv5目标识别无线抓拍追踪声音报警系统  

Wireless Capture Tracking Sound Alarm System Based on YOLOv5 Target Recognition

作　　者：黄恒一[1] 付三丽[1] HUANG Hengyi;FU Sanli(School of Science and Technology,University of Sanya,Sanya 572022,china)

机构地区：[1]三亚学院理工学院,海南三亚572022

出　　处：《现代信息科技》2023年第9期18-21,共4页Modern Information Technology

基　　金：三亚学院第二批课程思政建设项目(SYJKSZ2022163);三亚学院课程考核改革试点项目(SYJGKH2022127)。

摘　　要：文章基于YOLOv5目标检测环境的计算机终端,通过配备无线路由器的无线摄像头实现对行人的实时检测,通过deepsort算法对目标行人的方向进行计数,并对其进行跟踪。当目标计算机终端绘制的特定区域出现识别目标时,实现机器视觉语音自动报警,此外,该系统可以抓拍所识别的目标行人的照片。文章内容对研究人员入门机器视觉以及开发视觉相关应用产品具有一定的指导价值。In the computer terminal based on YOLOV5 target detection environment,this paper realizes the real-time detection of pedestrians through the wireless camera equipped with a wireless router,and the direction of the target pedestrians is counted and tracked through the deepsort algorithm.When the identified target appears in a specific region drawn by the target computer terminal,the machine vision voice automatic alarm is realized.In addition,the system can capture the photos of the identified target pedestrians.The content of this paper has a certain guiding value for researchers to learn machine vision and develop vision related application products.

关 键 词：抓拍 语音报警 计数 无线路由 deepsort算法 

分 类 号：TP391.4[自动化与计算机技术—计算机应用技术] TP18[自动化与计算机技术—计算机科学与技术]