Traffic, a term widely used to describe the movement of vehicles and pedestrians on roads, is a crucial parameter for urban planning and public transportation models. By measuring and predicting traffic, city planners, traffic engineers, and commuters can optimize travel routes, reducing commute times and enhancing road safety, making it a boon for urban living and sustainable development.