Diseño e implementación de un prototipo de conteo vehicular mediante inteligencia artificial para realizar el control adaptativo de reguladores de tránsito LC2

Abstract

This document aims to show how the use of artificial intelligence can be used to carry out procedures in an efficient way, which subsequently serve the community as in the case of traffic lights. Therefore, we study how to obtain the number of vehicles passing through an intersection by means of AI, using an embedded system where Python is installed to be able to program. In order to send the number of vehicles passing through that intersection to a traffic microcontroller (LC2), which with that information performs the necessary formulas to have an optimal time in the traffic lights. It is possible to send and receive data from Python to LC2 by means of two ESP32 modules. These modules use serial communication and the ESP-now communication protocol, this protocol requires that one module works as a master and the other as a slave.