3D-aware Conditional Image Synthesis

Figure 1 . Given a 2D label map as input, such as a segmentation or edge map, our model learns to predict high-quality 3D labels, geometry, and appearance, which enables us to render both labels and RGB images from different viewpoints. The inferred 3D labels further allow interactive editing of label maps from any viewpoint, as shown in Figure 10 .