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Evaluating synthetically generated images is challenging and an active area of research. The problem is that the "how natural is an image"-task is not well-defined and subjective. To evaluate generated images we can define two abstract properties: fidelity and diversity, as we want to generate not only a single high-quality image, but also ...

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