Detection of Reckless Driving using Deep Learning

Arun Chauhan, Shobhan Kumar, Lakshman Mahto, D. N. Jagadish · 2020

Reckless driving has always been a major concern for people. Every year it results in collisions and casualties. It is important to develop an automated system that detects reckless driving on highways. In order to overcome this issue, a new Deep Leaning system is designed that detects rash driving and notifies the concerned authority to take necessary action. The proposed system has two main modules: (i) Extracting the trajectory and (ii) Detecting the dents in the vehicle body. Our proposed model demonstrates the promising results in detecting the rash driving. We validated our results using YouTube videos with promising accuracy.

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