| --- |
| 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**. |
|
|
