The landscape of artificial intelligence has undergone a dramatic transformation, with Edge AI emerging as a powerful force. By implementing AI algorithms directly on edge devices, rather than relying on centralized cloud computing, Edge AI enables intelligence at the point of action. This decentralized approach unveils a wealth of benefits, making