Sentinel Roadway Oversight System: Emergency and Traffic rule Violation System

The goal of this paper is to review past work on advanced monitoring systems, with a focus on the integration of technologies such as Raspberry Pi 4.0 and YOLOv8/Yolov9.These technologies are among the most widely used solutions for real-time monitoring due to their efficiency and accuracy.It is a leading object detection model that provides a powerful system for continuous tracking and automated observation.This paper explores how these technologies enhance road safety and traffic management by monitoring various vehicle behaviors, detecting irregularities, and facilitating swift responses to critical road situations.The objective of the system is to enhance road safety and optimize traffic management by monitoring vehicle behaviors, detecting irregularities, and facilitating quick responses to critical road situations.It tracks vehicle movements, identifies potential incidents, and automatically alerts relevant authorities when discrepancies or safety issues are detected.The alerting system is essential for providing the location and information about the vehicle to traffic control agencies, ensuring swift and accurate responses.