The realm of Artificial Intelligence (AI) is rapidly evolving, with Edge AI emerging as a prominent force. This paradigm shift facilitates processing power to be distributed at the edge of the network, offering unprecedented opportunities. From autonomous devices to real-time data analysis, Edge AI is influencing various industries. Consistently im