Paper Key : IRJ************024
Author: Jayant Khause,Jayesh Paliwal ,Kartikey Admane,Omdeep Sawarkar,Ashwini Kukade
Date Published: 08 Nov 2024
Abstract
The Vehicle Speed and Number Plate DetectionSystem is designed to monitor vehicle speed andautomatically identify vehicles that exceed speed limits,enabling the issuance of fines to offenders. The system usesa YOLOv8 pre-trained model (YOLOv8n) to detect vehiclesfrom videos or images, and the Sort algorithm to track eachdetected vehicle as it moves across the cameras field ofview. The vehicles speed is calculated using the formula (V DT ), where the time (T) is measured as the vehiclecrosses two parallel lines, and the distance (D) between thelines is computed using the Euclidean distance formula.When a vehicle is found to be speeding, the system employsa license plate detector to capture the vehicle's registrationnumber, which is used to identify the owner for issuing afine or "challan." The code for this project is implementedin the speed_detection.ipynb file, and test video data isstored in the video folder.
DOI Requested