Edge AI represents a revolutionary paradigm that disrupts the traditional landscape of artificial intelligence. By integrating AI algorithms directly at the edge, Edge AI facilitates real-time processing with minimal latency and reliance on centralized systems. This localized approach provides a myriad of opportunities, including improved data priv