The sphere of Artificial Intelligence (AI) is rapidly progressing, with Edge AI emerging as a prominent force. This paradigm shift allows processing power to be localized at the edge of the network, offering unprecedented advantages. From intelligent devices to rapid data analysis, Edge AI is redefining various industries. Consistently implementing