Edge AI is a revolutionary paradigm in artificial intelligence, where analysis is executed directly on devices at the infrastructure's edge. This localization to data sources enables real-time actions, eliminating latency and reliance on centralized servers. Edge AI utilizes applications in a broad range of industries, from smart devices and manufa