The sphere of Artificial Intelligence (AI) is rapidly evolving, with Edge AI emerging as a revolutionary force. This paradigm shift enables processing power to be distributed at the edge of the network, presenting unprecedented advantages. From autonomous devices to real-time data analysis, Edge AI is redefining various industries. Successfully imp