The Pix3D dataset is a large-scale benchmark of diverse image-shape pairs with pixel-level 2D-3D alignment. Pix3D has wide applications in shape-related tasks including reconstruction, retrieval, viewpoint estimation, etc. Source: http://pix3d.csail.mit.edu/ Image Source: http://pix3d.csail.mit.edu/