Edge AI represents a revolutionary paradigm that shifts the traditional landscape of artificial intelligence. By deploying AI algorithms directly at the source, Edge AI enables real-time analysis with minimal latency and reliance on centralized cloud. This localized approach provides a myriad of benefits, including optimized data security, reduced