The realm of Artificial Intelligence (AI) is rapidly progressing, with Edge AI emerging as a groundbreaking force. This paradigm shift facilitates processing power to be localized at the edge of the network, presenting unprecedented benefits. From intelligent devices to instantaneous data analysis, Edge AI is shaping various industries. Consistentl