Edge AI, a transformative technology, is pushing computation closer to the data. It results in processing information locally on devices such as smartphones and sensors, rather than depending on centralized cloud servers. This shift presents a range of advantages, including improved efficiency. Moreover, Edge AI facilitates applications needing r