The realm of Artificial Intelligence (AI) is rapidly progressing, with Edge AI emerging as a prominent force. This paradigm shift facilitates processing power to be decentralized at the edge of the network, offering unprecedented benefits. From autonomous devices to real-time data analysis, Edge AI is influencing various industries. Successfully im