Smart Traffic Vehicle monitoring and Signal Allocation using YOLO

نویسندگان

چکیده

The traffic control system in India is now inflexible to the continuously increas- ing number of vehicles on road. Fixed light timing systems are a poor method controlling flow. Traffic lights fundamental component flow through predetermined waiting and going times. A smart approach adjust based each lane part an intelligent system. average journey time for passengers will be reduced while safety, dependability, speed all increased. Designing effective automated Time Saving goal. used management. In this proposed application first takes picture car. Images converted from RGB grayscale, then vehicle retrieved using image segmentation. After applying segmentation ready image, neural networks determine whether or not individual section contains suc- cessful parts counted by counter. Lastly, Graphical User Interface (GUI) show appropriate times color.

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ژورنال

عنوان ژورنال: International Research Journal on Advanced Science Hub

سال: 2023

ISSN: ['2582-4376']

DOI: https://doi.org/10.47392/irjash.2023.s028