Traffic Rules Violation Detection using AI and Machine Learning

Abstract

This system is being designed to ensure a safe and smooth flow of traffic on roads of Pakistan. As static cameras do not serve the purpose completely, this system is based on dashboard camera video/image processing to ensure the obedience of traffic rules in dynamic environment. Not all the traffic rules can be detected with the help of camera i.e driving without a license. This system detects the following: 1. Running Red Light 2. Wrong indicators 3. Wrong overtaking 4. Driving on wrong way After detecting a violation, a short video clip of 7 to 10 sec would be sent to traffic police portal and database record would be maintained in firebase. A traffic personnel would accept or reject the request based on the video, for generation of challan.