The sphere of Artificial Intelligence (AI) is rapidly evolving, with Edge AI emerging as a prominent force. This paradigm shift facilitates processing power to be localized at the edge of the network, providing unprecedented benefits. From smart devices to real-time data analysis, Edge AI is shaping various industries. Consistently implementing Edg