Edge AI, an emerging technology, is pushing computation closer to the data. It signifies processing information locally on devices including smartphones and sensors, rather than transmitting data to centralized cloud servers. This shift offers a range of advantages, including improved efficiency. Furthermore, Edge AI supports applications that re