One-2-3-45: Any Single Image to 3D Mesh in 45 Seconds without Per-Shape Optimization

Neural Information Processing Systems 

The problem is challenging as it requires not only the reconstruction of visible parts but also the hallucination of invisible regions. Consequently, this problem is often ill-posed and corresponds to multiple plausible solutions because of insufficient evidence from a single image.