The landscape of artificial intelligence has undergone a dramatic transformation, with Edge AI emerging as a powerful force. By deploying AI algorithms directly on edge devices, rather than relying on centralized cloud computing, Edge AI empowers intelligence at the origin. This autonomous approach liberates a wealth of opportunities, making AI mor