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The landscape of artificial intelligence (AI) is undergoing a profound transformation with the emergence of Edge AI. This innovative approach brings computationalpower and decision-making capabilities closer to the source of information, revolutionizing how we communicate with the world around us. By deploying AI algorithms on edge devices, such as