Edge AI is a revolutionary paradigm that shifts the traditional landscape of artificial intelligence. By integrating AI algorithms directly at the edge, Edge AI facilitates real-time decision-making with minimal latency and reliance on centralized systems. This localized approach provides a myriad of advantages, including improved data privacy, red