Edge AI represents a revolutionary paradigm that shifts 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 cloud. This localized approach delivers a myriad of benefits, including enhanced data protection,