Edge AI is a revolutionary paradigm that transforms the traditional landscape of artificial intelligence. By deploying AI algorithms directly at the edge, Edge AI facilitates real-time processing with minimal latency and reliance on centralized systems. This distributed approach provides a myriad of advantages, including enhanced data security, red