ShapeClipper: Scalable 3D Shape Learning from Single-View Images via Geometric and CLIP-Based Consistency

Google Research Figure 1. We propose a method that reconstructs 3D object shape from single view real-world images. Our method learns high-quality reconstruction through single-view supervision without known viewpoint and can reconstruct shapes of various objects.