Advanced Traffic Sign Recognition System

Abstract

Solving the problem of identifying and recognizing traffic signs is one of the most important research topics necessary for designing unmanned vehicles. The paper describes the general implementation of the sign detection subsystem and suggests a solution to the problem of the absence of individual traffic signs in open datasets based on the use of convolutional neural networks.