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