Awareness and Detection of the Gridlock Manifestation for Vehicles Voice Alert using CNN

Abstract

To ensure a smooth and secure flow of traffic, road signs are essential. A major cause of road accidents is negligence in viewing the Traffic signboards. The proposed system helps in recognizing the traffic sign and sending a voice alert through the speaker to the driver so that he or she may take necessary decisions. The proposed system is trained using a convolutional neural network (CNN) which helps in traffic sign image recognition and classification. Following the detection of the sign by the system, a voice alert is sent through the speaker which notifies the driver and also contains a section where the vehicle driver is alerted about the traffic signs. The aim of this system is to ensure the safety of the vehicle’s driver and passengers. Keywords: convolutional neural network (CNN), deep learning, traffic signs.