The domain of Artificial Intelligence (AI) is rapidly progressing, with Edge AI emerging as a revolutionary force. This paradigm shift facilitates processing power to be localized at the edge of the network, presenting unprecedented advantages. From autonomous devices to rapid data analysis, Edge AI is shaping various industries. Effectively implem