CVPR2025

UnCommon Objects in 3D

Xingchen Liu, Piyush Tayal, Jianyuan Wang, Jesus Zarzar, Tom Monnier, Konstantinos Tertikas, Jiali Duan, Antoine Toisoul, Jason Y. Zhang, Natalia Neverova, Andrea Vedaldi, Roman Shapovalov, David Novotný

Abstract

Figure 1 . We introduce UnCommon Objects in 3D (uCO3D), a large and diverse dataset of high-quality 360 videos covering over 1,000 object categories. Each video frame is 3D-annotated with accurate SfM cameras, point cloud, and a 3D Gaussian Splatting reconstruction.