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