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