Edge AI embodies a revolutionary paradigm that transforms the traditional landscape of artificial intelligence. By integrating AI algorithms directly at the edge, Edge AI enables real-time analysis with minimal latency and reliance on centralized systems. This decentralized approach offers a myriad of advantages, including enhanced data privacy, re