Datasets:
pretty_name: 'T2P: Textile-to-Physics fabric parameters'
license: other
license_name: research-only
license_details: Fabric data released for non-commercial research use.
language:
- en
task_categories:
- tabular-regression
tags:
- fabric
- textile
- cloth-simulation
- physics-parameters
- CLO3D
- material-estimation
size_categories:
- 1K<n<10K
T2P: Textile-to-Physics fabric parameters
T2P is a tabular dataset of 1,382 real fabrics with physical properties expressed as CLO3D cloth-simulation parameters, paired with each fabric's fiber composition and construction metadata.
The task: predict a fabric's simulation-ready physical parameters (bending / shear / stretch stiffness, buckling, friction, weight, damping) from its composition and construction descriptors — bridging material identity ("95% cotton, 5% elastane, knit jersey") and drape behavior.
Files
| File | Fabrics | Source |
|---|---|---|
fabric_data_cleaned_100pct.csv |
1,275 | primary fabric supplier; cleaned so fiber compositions sum to 100% |
textura_data.csv |
107 | Textura supplier (same schema) |
Schema (61 columns, identical in both files)
Identity & construction
| Column | Description |
|---|---|
itemId, name |
supplier item ID and fabric name |
Density_g_cm3 |
fabric density (g/cm³) |
Thickness_mm |
fabric thickness (mm) |
Fabric Family |
e.g. jersey, chiffon, denim |
Fabric Structure |
woven / knit / others |
Composition, Composition_Original |
normalized and raw composition strings |
Composition fractions — 33 pct_* columns (one per fiber: pct_Cotton,
pct_Polyester, pct_Silk, pct_Wool, pct_Spandex, …), each in [0, 100], summing to
100 per fabric.
Physics targets (20 columns, CLO3D parameter conventions)
| Group | Columns |
|---|---|
| Friction / weight / damping | Friction, Weight_gsm, Internal_Damping |
| Buckling stiffness | Buckling_Stiffness_{Bias_Left, Bias_Right, Warp, Weft} |
| Buckling ratio | Buckling_Ratio_{Bias_Left, Bias_Right, Warp, Weft} |
| Bending stiffness (g·mm²/s²) | Bending_{Bias_Left, Bias_Right, Warp, Weft}_Stiffness_gmm2s2 |
| Shear stiffness (g/s²) | Shear_{Left, Right}_Stiffness_gs2 |
| Stretch stiffness (g/s²) | Stretch_{Warp, Weft}_Stiffness_gs2 |
Directional parameters are given per fabric axis (warp / weft / the two bias diagonals), matching CLO3D's anisotropic cloth model.
Provenance & license
All rows describe real commercial fabrics from two suppliers (a primary supplier plus Textura), with physical properties expressed in CLO3D parameter conventions. Released for non-commercial research use.