Edge AI, a revolutionary technology, is bringing computation closer to the data. It signifies processing information locally on devices like smartphones and sensors, rather than relying on centralized cloud servers. This shift provides a range of opportunities, including improved efficiency. Furthermore, Edge AI enables applications that require