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Shapenet: An Information-Rich 3D Model Repository
A large-scale 3D model repository containing over 16,000 3D models. -
ModelNet40, ModelNet10
The dataset used in the paper is ModelNet40 and ModelNet10, which are subsets of ShapeNet. -
ShapeNet, ModelNet40, ModelNet10
The dataset used in the paper is ShapeNet, a large-scale dataset of 3D models, and ModelNet40 and ModelNet10, which are subsets of ShapeNet. -
Cap3D dataset
The Cap3D dataset is a large-scale dataset of 3D models with captions. -
Objaverse-LVIS dataset
The Objaverse-LVIS dataset contains ∼ 46,000 3D models in 1,156 categories. -
Pix3D: Dataset and methods for single-image 3D shape modeling
The Pix3D dataset is a dataset of pairs of natural images and CAD models. -
ScanObjectNN
Zero-shot learning (ZSL) aims to classify objects that are not observed or seen during training. It relies on class semantic description to transfer knowledge from the seen... -
ModelNet10
3D Convolutional Neural Networks are sensitive to transformations applied to their input. This is a problem because a voxelized version of a 3D object, and its rotated clone,... -
ShapeNetPart
The dataset used in the paper is ShapeNetPart, a synthetic dataset for 3D object part segmentation. It contains 16,881 models from 16 categories. -
ModelNet40
Point cloud registration is a crucial problem in computer vision and robotics. Existing methods either rely on matching local geometric features, which are sensitive to the pose...