Edge AI, a transformative technology, is bringing computation closer to data sources. It results in processing information locally on devices such as smartphones and sensors, rather than depending on centralized cloud servers. This shift provides a range of benefits, including reduced latency. Furthermore, Edge AI enables applications that requir