Edge AI represents a revolutionary paradigm that disrupts the traditional landscape of artificial intelligence. By integrating AI algorithms directly at the source, Edge AI facilitates real-time analysis with minimal latency and reliance on centralized systems. This localized approach delivers a myriad of opportunities, including optimized data pro