a sufficiently long amount of time you will have figured out what a car is what a motorcyclist and how traffic works when it's a car allowed to go right when it's a car allowed to go left when it needs to stops and so on you have understood the concept of traffic by simple observation well that's how we humans do it but again how do we frame this a machine learning problem now the good thing is the good news is that supervised machine learning problems always somewhat the same they always have this very very basic structure that