The landscape of artificial intelligence is rapidly evolving, with Edge AI emerging as a powerful force. By integrating 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 advantages, making AI more accessible