Traffic Sign Board Recognition and Voice Alert System Using Deep Convolutional Neural Network

Road signs are crucial for ensuring a secure and efficient flow of traffic. Negligence in failing to perceive or incorrectly interpreting traffic signs is one of the major factors in auto accidents. The suggested technology enables the display of the traffic sign and the transmission of a speech notification to the vehicle's speaker so that it can move forward safely. The suggested method uses Convolutional Neural Network (CNN) training to help identify and categorize images of commercial signs. A voice alarm is transmitted through the speaker to alert the drivers after the system recognizes the sign. The system's primary goal is to safeguard the driver, passengers, and pedestrians.