Now the system is able to detect unfastened seat belt, as well as vehicle lighting violations.
The mechanism of unfastened seat belt detection is as follows: the neural network finds windshield of a car, automatically improves image quality by means of lightening, divides it into 2 parts and then analyzes whether the driver has fastened seat belt or not. The neural network also finds the car headlights and determines whether they are on or off.
In case of detected violation, the owner of the vehicle will be fined in automatic mode.