Android application to retrieve car details from car plate numbers

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dc.contributor.authorAhmed, Saadaldeen Rashid
dc.contributor.authorAhmed, Mohammed Rashid
dc.contributor.authorMajeed, Doaa Abdulwahhab
dc.contributor.authorHammed, Azal Hazim
dc.contributor.authorDaham, Asayel Salam
dc.contributor.authorHammed, Elaf Hazim
dc.date.accessioned2021-05-15T12:49:30Z
dc.date.available2021-05-15T12:49:30Z
dc.date.issued2020
dc.departmentMühendislik ve Doğa Bilimleri Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.description2nd International Scientific Conference of Al-Ayen University, ISCAU 2020 -- 15 July 2020 through 17 July 2020 -- -- 165187
dc.description.abstractComputer vision is a field in computer science that has had great success due to the increasing popularity of machine learning. Instead of having a human look at images and decide what they depict, we are able to teach computers to recognize patterns of previous images and see the resemblance in new images. In this paper we will get car all information from his number plates through an Android Application which use image preprocessing and YOLO (You only look once) technique to detect the plates and then optimal character recognition to read the plates and Arabic numbers of the cars in Iraq and we have trained it using darkflow. Every Car has its unique Licensed number plate which will be scanned and give the details about the car. Computer vision can also be used to read alphanumeric characters in images and turn them into text. We have implemented API to detect the text and number in the plates. The purpose of this project is to develop a system for our Government and Police So that If police need details about any car he would easily access it. We have achieved the accuracy of 92.23% which means out of 3500 number plates 3220 read correctly. © 2020 Published under licence by IOP Publishing Ltd.en_US
dc.identifier.doi10.1088/1757-899X/928/3/032026
dc.identifier.issn1757-8981
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-85097145129
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://doi.org/10.1088/1757-899X/928/3/032026
dc.identifier.urihttps://hdl.handle.net/20.500.12939/1037
dc.identifier.volume928en_US
dc.indekslendigikaynakScopus
dc.institutionauthorAhmed, Mohammed Rashid
dc.language.isoen
dc.publisherIOP Publishing Ltden_US
dc.relation.ispartofIOP Conference Series: Materials Science and Engineering
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectCNNen_US
dc.subjectComputer Visionen_US
dc.subjectMachine Learningen_US
dc.subjectYOLOen_US
dc.titleAndroid application to retrieve car details from car plate numbers
dc.typeConference Object

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