The domain of Artificial Intelligence (AI) is rapidly evolving, with Edge AI emerging as a prominent force. This paradigm shift allows processing power to be distributed at the edge of the network, presenting unprecedented benefits. From intelligent devices to instantaneous data analysis, Edge AI is shaping various industries. Successfully implemen