以下数据集广泛用于单图重建(Single-View 3D Reconstruction)任务,表格提供了分类、对数量、分辨率、下载链接和参考论文。
| Dataset | Categories | Pairs / Models | Typical Resolution | Download | Paper |
|---|---|---|---|---|---|
| Pix3D | 9 cats. | 10,069 img-shape pairs (395 CAD) | up to 512×512 | pix3d.csail.mit.edu | arXiv 1804.04610 |
| ShapeNetCore v2 | 55 cats. | ≈ 51,300 meshes | N/A | shapenet.org | arXiv 1512.03012 |
| OmniObject3D | 190 cats. | 6,000 real-scanned objects | multi-view ≤ 2K | omniobject3d.github.io | arXiv 2301.07525 |
更多数据集请补充进本表格。