Edge AI, an emerging technology, is bringing computation closer to the data. It results in processing information locally Embedded systems on devices such as smartphones and sensors, rather than depending on centralized cloud servers. This shift provides a range of opportunities, including reduced latency. Furthermore, Edge AI facilitates applica