The landscape of artificial intelligence is rapidly evolving, with Edge AI emerging as a promising force. By integrating AI algorithms directly on edge devices, rather than relying on centralized cloud computing, Edge AI facilitates intelligence at the source. This distributed approach liberates a wealth of opportunities, making AI more accessible