The sphere of Artificial Intelligence (AI) is rapidly evolving, with Edge AI emerging as a groundbreaking force. This paradigm shift enables processing power to be decentralized at the edge of the network, providing unprecedented advantages. From intelligent devices to rapid data analysis, Edge AI is shaping various industries. Successfully impleme