The sphere of Artificial Intelligence (AI) is rapidly evolving, with Edge AI emerging as a groundbreaking force. This paradigm shift allows processing power to be decentralized at the edge of the network, providing unprecedented opportunities. From smart devices to instantaneous data analysis, Edge AI is shaping various industries. Effectively impl