Edge AI, a revolutionary technology, is pushing computation closer to real-world applications. It signifies processing information locally on devices such as smartphones and sensors, rather than relying on centralized cloud servers. This shift provides a range of advantages, including improved efficiency. Furthermore, Edge AI supports application