Edge AI represents a revolutionary paradigm that disrupts 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 provides a myriad of opportunities, including enhanced data secur