The landscape of artificial intelligence is experiencing a paradigm shift, with Edge AI emerging as a revolutionary force. By integrating AI algorithms directly on edge devices, rather than relying on centralized cloud computing, Edge AI empowers intelligence at the point of action. This autonomous approach unlocks a wealth of opportunities, making