Edge AI, an emerging technology, is pushing computation closer to the data. It signifies processing information locally on devices such as smartphones and sensors, rather than transmitting data to centralized cloud servers. This shift provides a range of opportunities, including reduced latency. Additionally, Edge AI enables applications needing