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