The landscape of artificial intelligence is rapidly evolving, with Edge AI emerging as a powerful force. By implementing AI algorithms directly on edge devices, rather than relying on centralized cloud computing, Edge AI enables intelligence at the origin. This autonomous approach liberates a wealth of advantages, making AI more tangible to a diver