Edge AI represents a revolutionary paradigm that transforms the traditional landscape of artificial intelligence. By deploying AI algorithms directly at the source, Edge AI enables real-time processing with minimal latency and reliance on centralized servers. This decentralized approach provides a myriad of opportunities, including improved data pr