Classification of Traffic Signs Using Deep Learning

Traffic-sign recognition (TSR) technology- a technology by which a vehicle is able to recognize the traffic signs that are placed on the road e.g. " Turn right ahead", "Speed limit", or "Stop" etc.- can be implemented using CNNs. This is important because a prompt response to real-time traffic events can prevent road accidents.This article will explain all the steps taken to design a Deep Learning model to do that. Key python libraries will be imported. The dataset used is a German Traffic Sign Dataset.