Enhancing Your Photos By Means Of Artificial Intelligence - Microsoft Research
We formulate previous picture restoration as a triplet area translation problem. Particularly, we leverage information from three domains: the real photograph area R, the artificial area X the place photos undergo from artificial degradation, and the corresponding ground fact domain Y that comprises photographs without degradation. The synthetic photos in R have their correspondence counterpart in Y. We be taught the mapping X→Y within the latent house. Such triplet domain translation (Figure 2) is crucial to our job as it leverages the unlabeled real images as well as a considerable amount of synthetic data related to ground fact.
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