Edge AI is rapidly developing as a transformative force in the realm of artificial intelligence. By pushing AI capabilities to the edge, devices can interpret data in real time, reducing the need for constant connection to central servers. This localized processing offers numerous advantages, including faster response times, optimized privacy, and