The landscape of artificial intelligence is experiencing a paradigm shift, with Edge AI emerging as a powerful force. By deploying AI algorithms directly on edge devices, control remoto universal rather than relying on centralized cloud computing, Edge AI enables intelligence at the origin. This distributed approach liberates a wealth of advantages