The sphere of Artificial Intelligence (AI) is rapidly transforming, with Edge AI emerging as a prominent force. This paradigm shift allows processing power to be distributed at the edge of the network, offering unprecedented opportunities. From intelligent devices to rapid data analysis, Edge AI is influencing various industries. Successfully imple