AN IOT BASED APPLICATION ON THE DETECTION OF CAR PARKING AREA BY AN ARTIFICIAL INTELLIGENCE APPROACH

Authors : Oguzhan KARAKAYA, Fikret Mert GÜLTEKİN, Mert BAŞKAYA, Yunus DOĞAN

Pages : 465-482

Doi:10.17482/uumfd.1247989

View : 220 | Download : 123

Publication Date : 2023-08-31

Article Type : Research Paper

Abstract :Nowadays, smart cities solutions have been becoming popular day by day. The problem of finding a parking place is one of these implementations. Our study appeals to users who want to park their vehicle quickly and who want to find out whether the parking place is available to park before searching for a parking place. This application aims to find a solution to the problem of searching for a place to park. We have found a novel solution to this problem by using image processing methods and utilizing photographs of streetside parking places in the most effective way. In addition, an Android software has been developed through which we can deliver the results obtained with the image processing module to users via a mobile application. As a result, a parking IoT determination system has been implemented in this study with 92% accuracy value. Thanks to this system, vehicle owners who want to park their vehicles on the side of the street will be able to learn whether the parking places in a street are available in advance and they will be able to save their time by preferring more available streets.
Keywords : akıllı şehirler, karar destek sistemleri, görüntü işleme, mobil uygulamalar, nesnelerin interneti, yapay zeka

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