The emergence of edge AI is revolutionizing the technological landscape, driving computation and intelligence closer to the origin. This paradigm shift empowers real-time decision-making, reduces latency, and conserves bandwidth. Edge AI leverages powerful algorithms trained on extensive datasets to perform complex tasks directly on edge devices, r