Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation

Figure 1 . We propose Reflect3D, a zero-shot 3D reflection symmetry detector capable of accurately detecting 3D symmetry from a single RGB image of an arbitrary object. Conditioned on the detected symmetry, we improve single-image 3D generation in both geometry and texture quality.