DAGAN: A Domain-Aware Method for Image-to-Image Translations

Figure 1

Domain-aware translation of unpaired images. We perform translations of the background and instance domains, respectively, and then integrate both domains with smoothed labels. First, each image is segregated into background and instance domains (as shown in the “background” and “instance” row). After translating, respectively, we integrated both translation generations into a full image (the integration row). (a) Integration. (b) Instance. (c) Background.

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