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The integration of artificial intelligence (AI) holds enormous potential as cities around the world seek to become smarter and more sustainable. An aspect of AI, called Green AI, contributes to the development of smart cities that are environmentally conscious, sustainable, and efficient. It is possible to apply Green AI technologies more effectively by harnessing the power of data annotation and labeling services.