The realm of Artificial Intelligence (AI) is rapidly transforming, with Edge AI emerging as a prominent force. This paradigm shift facilitates processing power to be decentralized at the edge of the network, presenting unprecedented benefits. From smart devices to rapid data analysis, Edge AI is shaping various industries. Consistently implementing