Traffic light counter detection comparison using you only look oncev3 and you only look oncev5 for version 3 and 5

• Main Authors: Al-Haimi, Hamzah Abdulmalek, Md. Sani, Zamani, Ahmad Izzudin, Tarmizi, Abdul Ghani, Hadhrami, Azizan, Azizul, Abdul Karim, Samsul Ariffin
• Format: Article
• Language: English
• Published: Institute of Advanced Engineering and Science 2023
• Subjects: T Technology (General)
• Online Access: http://eprints.utm.my/107585/1/AzizulAzizan2023_TrafficLightCounterDetectionComparison.pdf; http://eprints.utm.my/107585/; http://dx.doi.org/10.11591/ijai.v12.i4.pp1585-1592

This project aims to develop a vision system that can detect traffic light counter and to recognise the numbers shown on it. The system used you only look once version 3 (YOLOv3) algorithm because of its robust performance and reliability and able to be implemented in Nvidia Jetson nano kit. A total...