The realm of artificial intelligence (AI) is undergoing a profound transformation with the rise of edge AI. This groundbreaking paradigm transplants AI processing power from centralized cloud servers to localized devices at the network's edge. By bringing AI algorithms closer to the point of data, edge AI enables immediate decision-making and mini