基于AI视觉的无人超市管理系统设计.docxVIP

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摘要

对于传统超??市购物??结账排??队时间??长、付??款效率??低的问??题，提??出了一??种更符??合现代??社会人??们购物??方式基??于AI??视觉的??自助无??人超市??管理系??统。习??惯了快??节奏生??活的人??们都会去??选择自??助收银??机结账??，理由??显而易??见：无??人超市??结账很??方便，??几乎不??用排队??，也不??用近距??离和收??银员接??触，在??防疫时??期特别??感觉安??心。而??且自助??结账对??每件物??品的售??价更是??一次清??晰地核??对，最??终需支??付合计??购物支??出自己??也更加??清晰明??了；这??两年来??，越来??越多的??智能设??备应用??在我们??的生活??领域里??，为我??们的生??活提供??了很多??智能和??便利。本设计采用AI视觉模块，语音合成模块，LCD显示模块，CH340G串口通信模块以及K210单片机等软硬件的结合实现基于AI视觉的无人超市管理系统。该系统是利用AI视觉的智能学习模块，能够上位机建立数据库，添加人员及金额，并发送给下位机及时学习人脸；当成为用户时，识别人脸放行，结账时摄像头扫描商品二维码结算付费自动扣除来帮助人员的购物。

关键词：人工智能；AI；智能管理系统

ABSTRACT

Tosolvetheproblemsoflongcheckoutlineandlowpaymentefficiencyintraditionalsupermarketshopping,aself-serviceunmannedsupermarketmanagementsystembasedonAIvisionisproposedwhichismoreinlinewiththeshoppingwayofpeopleinmodernsociety.Peopleaccustomedtoafast-pacedlifewillchooseself-servicecashregistersforobviousreasons:unmannedsupermarketcheckoutisveryconvenient,almostnoqueues,andnoclosecontactwiththecashier,especiallyfeelateaseduringtheepidemicpreventionperiod.Whatsmore,thepriceofeachitemischeckedclearlyattheself-servicecheckout,andthefinalpaymentofthetotalshoppingexpenditureismoreclear.Inthepasttwoyears,moreandmoresmartdevicesshouldbeinourareasoflife,toprovideourlifewithalotofintelligenceandconvenience.ThisdesignusesAIvisionmodulespeechsynthesismoduleLCDdisplaymoduleCH340GserialcommunicationmoduleandK210singlechipmicrocomputerandotherhardwareandsoftwarecombinationtoachieveanunmannedsupermarketmanagementsystembasedonAIvision.ThesystemisanintelligentlearningmoduleusingAIvision,whichcanestablishadatabaseontheuppercomputeraddpersonnelandamountandsendittothenextcomputertolearnthefaceintime;Whenbecomingauser,thefacerecognitionrelease,checkoutscanningcommoditytwo-dimensionalcodesettlementpayment