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 decentralized at the edge of the network, presenting unprecedented benefits. From smart devices to real-time data analysis, Edge AI is influencing various industries. Successfully impleme