The landscape of artificial intelligence is rapidly evolving, 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 ultra low power microcontroller at the source. This distributed approach liberates a wealth of benefits, makin