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Monitoring System for Overspeeding Vehicles Using Computer Vision Technology / Jan Ross A. Villanueva and Margie M. Presidente.

By: Contributor(s): Material type: TextPublication details: Rosario, Cavite : Cavite State University-CCAT Campus, 2018Description: xii, 56 leaves : illustrations ; 28 cmSubject(s): LOC classification:
  • UM TL 272.53 V55 2018
Summary: VILLANUEVA JAN ROSS A., PRESIDENTE MARGIE M. Monitoring System for Overspeeding Vehicles Using Computer Vision Technology. Design Project. Department of Engineering. Cavite State University-CCAT Campus, Rosario, Cavite. June 2018. Adviser: Mr. Karlo Jose E. Nabablit. Technical critic: Allen Paul K. Aclan. The study was conducted from November 2017 until May 2018 to develop a monitoring system for the overspeeding vehicles using computer vision. Specifically, the study aimed to; 1.) design the graphical user interface and physical design of the system; 2.) construct the software and hardware requirements of the speed monitoring system by creating the graphical and logical interface of the system using Tkinter platform in Python; and 3.test the accuracy of computer vision system using t-test method. In developing the research topic, the developers used a research design which includes initial research and study, planning and initial designing, extensive research for algorithms and functions, assembly and installation, creating of source code, acquiring required materials, testing, debugging and evaluation. The monitoring system was evaluated by identifying if there is a significant difference between the manual readings of the speedometer and the actual reading of the system. Ten samples were gathered and analysed through T-test method. The researchers got a p-value of 0.101475, indicating that there is no significant difference between the readings of speedometer and the system. This implies that the developed system provides an accurate readings.
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Cover image Item type Current library Home library Collection Shelving location Call number Materials specified Vol info URL Copy number Status Notes Date due Barcode Item holds Item hold queue priority Course reserves
Thesis/Manuscripts/Dissertations Cavite State University - CCAT Campus Thesis/Manuscript/Dissertation TH UM TL 272.53 V55 2018 (Browse shelf(Opens below)) 1 copy Available T0004217

Design Project (BSCpE)--Cavite State University-CCAT Campus, 2018.

Includes bibliographical references and appendices.

VILLANUEVA JAN ROSS A., PRESIDENTE MARGIE M. Monitoring System for Overspeeding Vehicles Using Computer Vision Technology. Design Project. Department of Engineering. Cavite State University-CCAT Campus, Rosario, Cavite. June 2018. Adviser: Mr. Karlo Jose E. Nabablit. Technical critic: Allen Paul K. Aclan.

The study was conducted from November 2017 until May 2018 to develop a monitoring system for the overspeeding vehicles using computer vision. Specifically, the study aimed to; 1.) design the graphical user interface and physical design of the system; 2.) construct the software and hardware requirements of the speed monitoring system by creating the graphical and logical interface of the system using Tkinter platform in Python; and 3.test the accuracy of computer vision system using t-test method.

In developing the research topic, the developers used a research design which includes initial research and study, planning and initial designing, extensive research for algorithms and functions, assembly and installation, creating of source code, acquiring required materials, testing, debugging and evaluation.

The monitoring system was evaluated by identifying if there is a significant difference between the manual readings of the speedometer and the actual reading of the system. Ten samples were gathered and analysed through T-test method. The researchers got a p-value of 0.101475, indicating that there is no significant difference between the readings of speedometer and the system. This implies that the developed system provides an accurate readings.

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