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 empowers intelligence at the source. This decentralized approach unlocks a wealth of advantages, making AI more available to a broad