metadata
license: cc-by-4.0
task_categories:
- image-segmentation
tags:
- fabric
- textile
pretty_name: FabWrinkle-13
size_categories:
- 10K<n<100K
viewer: false
FabWrinkle-13
Description
FabWrinkle-13, a newly generated dataset of 15,187 synthetic images covering 13 different types of plain and patterned fabrics. The dataset was created using a synthetic data generation pipeline that employs OpenGL with Gouraud shading, Lambertian illumination, and random camera positions. Wrinkles were generated by dropping a cloth mesh from a height onto random obstacles.
Folders are named by the category of the fabric. In each folder there are 3 files for each data.
- The fabric image - type: png, filename: "unique id", ex: 10522300.png
- JSON file with meta data, corner information, used obstacles - type: json, filename: "same unique id", ex: 10522300.json
- The wrinkle mask - type:png, filename: "same unique id"-d, ex: 10522300-d.png
Fabric Image Counts
| Fabric Name | Image Count |
|---|---|
| bubble | 1053 |
| camo | 1255 |
| floral_1 | 1232 |
| floral_2 | 1204 |
| floral_3 | 934 |
| msu_1 | 1009 |
| msu_2 | 1012 |
| plain_1 | 2101 |
| plain_2 | 1030 |
| plain_3 | 1067 |
| plain_4 | 1048 |
| plain_5 | 1124 |
| vehicle | 1120 |