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we have collected an annotated dataset that contains 600 fake images and 400 real images. All the fake images are generated by a generative adversarial net and all the real images are downsampled images from the ImageNet dataset. These images are evaluated by 10 workers from the Amazon Mechanical Turk (AMT) based on eight carefully defined attributes. 

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