CAD-Recode provides approximately 1 million training examples of CAD code paired with point clouds. The dataset is released by filapro and accompanies a model for reverse engineering CAD designs. The validation set contains about 1,000 examples, and the dataset was last updated on March 16, 2025.
Use Cases
- Training models to generate CAD code based on point cloud geometry.
- Benchmarking reverse engineering algorithms for CAD software.
- Developing automated CAD design assistants.
- Researching the relationship between geometric data and procedural CAD instructions.
Strengths
- Training size is approximately 1 million examples.
- Validation size is approximately 1,000 examples.
- Dataset is associated with a published research paper and open-source model.
Limitations
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count is unknown, which may limit suitability assessment.
- Description metadata is limited; actual data quality requires manual inspection after download.
Provenance
- Source
- filapro
- Freshness
- Last updated 2025-03-16 13:18:49; freshness should be verified.