Edge AI represents a revolutionary paradigm that transforms the traditional landscape of artificial intelligence. By implementing AI algorithms directly at the edge, Edge AI enables real-time decision-making with minimal latency and reliance on centralized servers. This localized approach provides a myriad of opportunities, including optimized data