Edge AI is emerging as the realm of intelligent devices. By deploying AI algorithms directly on edge devices, such as smartphones, wearables, we can achieve real-timeanalysis and reduce latency. This distributed approach offers numerous advantages, including improved performance. Edge AI empowers applications to react instantaneously to environment