Edge AI embodies a revolutionary paradigm that shifts the traditional landscape of artificial intelligence. By integrating AI algorithms directly at the source, Edge AI powers real-time processing with minimal latency and reliance on centralized systems. This distributed approach offers a myriad of benefits, including enhanced data privacy, reduced