Deep Learning for Multimedia Processing Applications

CHAPTER 13 Classifying Traffic Signs Using Convolutional Neural Networks Based on Deep Learning Models

Saira Akram, Sibghat Ullah Bazai, and Shah Marjan

Balochistan University of Information Technology, Engineering, and Management Sciences (BUITEMS), Quetta, Pakistan

DOI: 10.1201/9781003427674-13

13.1 Introduction

Traffic signs are considered one of the most significant entities within the network of roads as the basic objective of these signs is to be noticed, and warn and guide the pedestrians and drivers during the daytime as well as at night without any difficulty. Traffic signs are the combination of distinguishable features like text, multiple shapes, and sometimes vibrant color exhibiting meaningful information so it is very essential ...