kioko-propellers

500 watertight parametric propeller geometries with 42 recorded design parameters per sample, space-filling sampled and watertightness-checked for training CAD ML models.

Eval / BenchmarkSource-availableMCAD

What it does and how it connects

Kioko Parametric Propellers holds 500 watertight propeller geometries. Each was generated from the same parametric model, written in Kioko's CAD language, with a different set of design parameters. Each sample is a closed triangulated surface (.stl, about 730k triangles on average, 0.4M to 1.2M), plus front and back renders (.png).

Forty-two design parameters per sample are recorded: span, blade count (sampled from 4 to 6; this release holds 167 four-blade, 164 five-blade and 169 six-blade propellers), chord and sweep at five stations, and the camber, thickness, leading and trailing shape of four airfoil sections. Parameters are drawn with a Sobol sequence over the ranges in main.data, so the design space is covered evenly rather than clustered.

Every published sample compiled without error and passed a watertightness check (no open edges, no edge shared by more than two triangles), and every mesh is consistently oriented with all triangles facing outward, so enclosed volume and normals are correct. Samples that failed were dropped rather than repaired, and the failed list is empty in this release. The source is about 300 lines of code in 14 small files, and metadata.csv plus index.json record the exact parameter values for every file, so any sample can be regenerated from its row.

Sources

  1. 1Dataset pagehuggingface.co

Not verified

  • Pricing: none stated on the dataset page; academic and non-commercial research use is free under CC BY-NC 4.0, commercial use requires Kioko's permission.
  • No independent user voice found: no discussion or issue link was read for this dataset page.
  • No public repo: this is a Hugging Face dataset, not a GitHub repo, so repo stats are null.
  • No matching Error Index entry verified for this dataset (no software tag), so related errors are empty.

Last verified November 6, 2026. Listings are informational. The evidence score measures public, verifiable evidence and is not an endorsement or a compatibility claim.