Some of us may remember a police car lurking on a side of the road, engine running, and a radar gun trained on passing traffic. And if one is caught speeding, the ensuing process of issuing an infraction (or ticket) may take 20 minutes, during which time other speeding cars would zip by with no chance of being caught because the officer is busy. For or good measure, the human-cop experience of enforcing traffic laws is not effective, nor is it efficient.

The scenario above is much worse in the nightmarish traffic conditions in big cities. In New York City, 2014 statistics shows that its 3000 traffic enforcement agents issued 7 million traffic violations, an average of one ticket (1.12 to be exact) per agent per working hour. In terms of enforcing traffic laws, this is obviously not enough to address the problem effectively.

Suggest a descriptive AI-based system to automate enforcing traffic using video cameras as a central part of the system.