The sphere of artificial intelligence (AI) is undergoing a significant transformation with the rise of edge AI. This groundbreaking paradigm moves AI processing power from centralized cloud servers to distributed devices at the infrastructure's edge. By deploying AI algorithms closer to the origin of data, edge AI facilitates instantaneous decisio