Edge AI is emerging as a transformative force in the realm of artificial intelligence. By bringing AI capabilities to the edge, devices can analyze data in real time, eliminating the need for constant connectivity to central servers. This decentralized processing offers numerous advantages, including instantaneous response times, enhanced privacy,