The landscape of artificial intelligence is rapidly evolving, with Edge AI emerging as a revolutionary force. By deploying AI algorithms directly on edge devices, rather read more than relying on centralized cloud computing, Edge AI empowers intelligence at the point of action. This distributed approach unlocks a wealth of opportunities, making AI