Hugging Face's logo

Datasets:
trislee02
/
text2cad_multiview

Modalities:
Image
Text
Formats:
parquet
Size:
100K - 1M
ArXiv:
Libraries:
Datasets
Dask
Polars
Dataset card Data Studio Files
xet
 Community
1

You need to agree to share your contact information to access this dataset

This repository is publicly accessible, but you have to accept the conditions to access its files and content.

Log in or Sign Up to review the conditions and access this dataset content.

Dataset Summary

This dataset is designed for instruction tuning vision-language models (VLMs) on 3D Computer-Aided Design (CAD) comprehension and interactive engineering reasoning. It scales up the Text2CAD dataset dataset by transforming static CAD assets and multi-level design prompts into a multimodal, conversational format.

To bridge the gap between static 3D CAD data and conversational AI, we extended the original dataset by:

  1. Rendering multi-view images for each CAD asset to provide comprehensive visual context.
  2. Generating multi-turn conversations [multi-turn dialogue] centered around the visual and structural properties of the models, making it ideal for instruction tuning.
Downloads last month
32
Total file size:
79.5 GB

Paper for trislee02/text2cad_multiview