The sphere of Artificial Intelligence (AI) is rapidly evolving, with Edge AI emerging as a revolutionary force. This paradigm shift allows processing power to be localized at the edge of the network, offering unprecedented opportunities. From autonomous devices to real-time data analysis, Edge AI is shaping various industries. Effectively implement