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All Journal JITTER (Jurnal Ilmiah Teknologi Informasi Terapan)
Ridho Tadjudin
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Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering Mechanical Engineering

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IMPLEMENTASI MOBILENETV2 DAN FRAME DIFFERENCE UNTUK PENENTUAN KECEPATAN KENDARAAN Ridho Tadjudin; Dewi Rosmala
Jurnal Ilmiah Teknologi Infomasi Terapan Vol. 7 No. 3 (2021)
Publisher : Universitas Widyatama

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (868.789 KB) | DOI: 10.33197/jitter.vol7.iss3.2021.541

Abstract

Camera devices on the road can be used to detect problems such as violations of speed limits which can be fatal, lead to accidents that can lead to serious injury or death. This research focuses on a system that can calculate vehicle speed using the Frame Difference method from the video data that has been extracted first into a series of images and the object segmentation process is carried out using the MobileNetV2. Frame Difference is used to calculate the displacement value of the car object in each series of images. The displacement value is then used to determine the displacement speed of the car in a series of images. From the results obtained, the system has an accuracy of 98% for car segmented image, 74.81% accuracy for determining the reference point, and in determining the speed of the car, an accuracy of 83.84% for the right reference point and 79.81% for the left reference point is obtained.
Co-Authors Dewi Rosmala