The problem Traffic Management System with AI solves

Congestion is mainly due to the intensive use of automobiles, whose ownership has spread massively in Urban Area in recent decades
a lot of time gets wasted in traffic signals as the number of the vehicles is the less than expected
While driving through consecutive traffic signals we often have to wait at each of the signal
Traffic Not only cause the extra delay but also increase fuel consumption, add transportation cost

Challenges we ran into

• Creating simulation using pygame for one cross road was easy but doing the same for six intersections was challenging.
• Operating under a time constraint.
• Training the AI without real time data