Abstract:

The project aims to develop a comprehensive Audio and Vision Emergency Vehicle Detection system by leveraging advanced technologies such as YOLO (You Only Look Once) for vision-based detection and Convolutional Neural Networks (CNN) for audio-based detection. The integration of these technologies offers a robust solution for emergency vehicle detection, providing a multi-sensory approach to enhance accuracy and reliability.

Existing System:

In the existing system, emergency v ....