README.md

metadata

license: mit
language:
  - en
size_categories:
  - 100K<n<1M
task_categories:
  - text-to-3d

ShapeNet C13 Dataset

This repository contains the ShapeNet C13 dataset, introduced in TriCoLo: Trimodal Contrastive Loss for Text to Shape Retrieval.

Introducation

ShapeNet C13 dataset contains paired shapes and captions for 13 object categories from ShapeNet.

Dataset Attributes

model_id: the model identifier as defined in ShapeNet.
synset_id: the category (synset) identifier as defined in ShapeNet.
description: the textual caption describing the 3D model.

Citation

@inproceedings{ruan2024tricolo,
  title={TriCoLo: Trimodal Contrastive Loss for Text To Shape Retrieval},
  author={Ruan, Yue and Lee, Han-Hung and Zhang, Yiming and Zhang, Ke and Chang, Angel X},
  booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision},
  pages={5815--5825},
  year={2024}
}