The landscape of artificial intelligence is rapidly evolving, with Edge AI emerging as a powerful force. By deploying AI algorithms directly on edge devices, rather than relying on centralized cloud computing, Edge AI enables intelligence at the origin. This distributed approach liberates a wealth of benefits, making AI more accessible to a broader