Edge AI, a revolutionary technology, is bringing computation closer to data sources. It results in processing information locally on devices such as smartphones and sensors, rather than relying on centralized cloud servers. This shift presents a range of opportunities, including reduced latency. Additionally, Edge AI facilitates applications need