Edge AI represents a revolutionary paradigm that shifts the traditional landscape of artificial intelligence. By implementing AI algorithms directly at the edge, Edge AI powers real-time decision-making with minimal latency and reliance on centralized cloud. This localized approach provides a myriad of advantages, including enhanced data security,