Edge AI is a revolutionary paradigm that transforms the traditional landscape of artificial intelligence. By implementing AI algorithms directly at the point-of-action, Edge AI enables real-time processing with minimal latency and reliance on centralized servers. This distributed approach provides a myriad of opportunities, including enhanced data