The domain of Artificial Intelligence (AI) is rapidly evolving, with Edge AI emerging as a prominent force. This paradigm shift facilitates processing power to be decentralized at the edge of the network, providing unprecedented benefits. From intelligent devices to rapid data analysis, Edge AI is influencing various industries. Consistently implem