The increase in the number of vehicles, mainly on urban roads, generates a series of new challenges for traffic managers, being extremely important to know the vehicles that travel on the roads, as well as which routes are most used in intersections. Thus, in this project an application based on computer vision is being presented, capable of detecting vehicles separated by types and which routes are being traveled, thus generating reports that contribute to the organization of traffic.