/3D-High-quality-Garment-Dataset

GNU General Public License v3.0GPL-3.0

3D High-quality Garment Dataset

Official dataset for "Automatic Pose and Wrinkle Transfer for Aesthetic Garment Display" (Computer-Aided Geometric Design, 2021).

[Project Page] [Paper]

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Download the Dataset

The dataset can be downloaded via Google Drive.

Dataset Description

Our dataset contains a total of 19 paired garment models in 9 types, including:

  1. women's T-shirts (2)
  2. women's shirts & shirts with notched sleeves (3)
  3. women's casual trousers (2)
  4. women's gowns (2)
  5. men's sports suits (top) (2)
  6. men's sports suits (bottom) (2)
  7. women's Qipao & polo dress (2)
  8. women's lantern sleeve dresses (2)
  9. men's hoodies (2)

In the folder of each garment type, we provide files of two paired garment models (three for women's shirts) with similar styles. The file structure of the dataset is as follows:

ROOT/
---- garment_type_1/
-------- garment_1/
------------- garment_1_def/
------------------ garment_1_def.obj
------------------ garment_1_def_sculpted.obj

------------- garment_1_patterns/
------------------ garment_1_2D.obj

------------- garment_1_ref/
------------------ garment_1_ref.obj
------------------ garment_1_ref_smoothed.obj

-------- garment_2/
------------- garment_2_result/
------------------ garment_2_result.obj 
         
------------- garment_2_patterns/
------------------ garment_2_2D.obj
        
------------- garment_2_ref/
------------------ garment_2_ref.obj
------------------ garment_2_ref_smoothed.obj

-------- projects/
------------- garment_1_ref.Zprj
------------- garment_1_def.Zprj
------------- garment_2_ref.Zprj

---- garment_type_2
...
...
---- garment_type_9
README.md
  • We use garment_1 as the source and garment_2 as the target in the experiments of our paper.
  • Users may edit garment projects using CLO. The version we use is 5.2.
  • garment_2_result.obj is the transfer result of our method.
  • In the folder women's_shirts/, shirt_1 can be paired with shirt_2 and shirt_2_notched_sleeves for pose and wrinkle transfer, respectively. shirt_2_notched_sleeves is designed for the experiment about prooving our method can handle surfaces of different topologies.

Citation

If you use this dataset for your research, please cite our paper:

@article{WANG2021102020,
title = {Automatic pose and wrinkle transfer for aesthetic garment display},
journal = {Computer Aided Geometric Design},
volume = {89},
pages = {102020},
year = {2021},
issn = {0167-8396},
doi = {https://doi.org/10.1016/j.cagd.2021.102020},
url = {https://www.sciencedirect.com/science/article/pii/S0167839621000650},
author = {Luyuan Wang and Honglin Li and Qinjie Xiao and Xinran Yao and Xiaoyu Pan and Yuqing Zhang and Xiaogang Jin},
keywords = {Garment wrinkles, Deformation transfer, Aesthetic garment display, Semantic information}
}

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