Edge AI represents a revolutionary paradigm that shifts the traditional landscape of artificial intelligence. By deploying AI algorithms directly at the edge, Edge AI facilitates real-time analysis with minimal latency and reliance on centralized servers. This distributed approach provides a myriad of opportunities, including enhanced data privacy,