The sphere of Artificial Intelligence (AI) is rapidly transforming, with Edge AI emerging as a revolutionary force. This paradigm shift allows processing power to be localized at the edge of the network, providing unprecedented benefits. From smart devices to instantaneous data analysis, Edge AI is redefining various industries. Consistently implem