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

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

Ms.Rajashree Sutrawe, Repakula Santhoshi

CSE, Guru Nanak Institutions Technical Campus, Hyderabad, Telangana, India

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.