PlankAssembly: 26,707 Parametric CAD Shape Programs

26,707 shape programs derived from parametric CAD models were used to train the PlankAssembly model. The dataset was created by manycore-research and was last updated on September 21, 2023. It is structured as a directory containing individual JSON files for each model.

Use Cases

• Training machine learning models for CAD program synthesis based on parametric shape data.
• Benchmarking generative models for procedural geometry based on the structured shape programs.
• Analyzing patterns in parametric design based on the collection of derived programs.

Strengths

• Contains 26,707 distinct shape programs, providing a substantial corpus for model training.
• Data is structured with individual JSON files, suggesting a consistent format for each model.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Last updated 2023-09-21 07:20:57; freshness should be verified.

Provenance

Source

manycore-research

Collection Method

Derived from parametric CAD models.

Freshness

Last updated 2023-09-21 07:20:57.