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llxtyin/FabricGen-CVPR26

Dataset of FabricGen: Microstructure-Aware Woven Fabric Generation (CVPR 26) The dataset has two components: Macro-scale texture dataset (img_gen): Dataset of microstructure-free fabric textures along with captions. The dataset is used to fine-tune an image diffusion model. Weaving pattern dataset (pattern_gen): Dataset of weaving drafts along with tags (sourced from Handweaving.net). The dataset is used to fine-tune a large language model. Detailed fine-tuning strategy and… See the full description on the dataset page: https://huggingface.co/datasets/llxtyin/FabricGen-CVPR26.

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Dataset Card

Dataset of FabricGen: Microstructure-Aware Woven Fabric Generation (CVPR 26)

The dataset has two components:

1.Macro-scale texture dataset (img_gen): Dataset of microstructure-free fabric textures along with captions. The dataset is used to fine-tune an image diffusion model.
2.Weaving pattern dataset (pattern_gen): Dataset of weaving drafts along with tags (sourced from Handweaving.net). The dataset is used to fine-tune a large language model.

Detailed fine-tuning strategy and instructions can be found in the supplementary material of the paper.

**Project homepage**

Dataset Structure

├── img_gen/
│   ├── train/              # Training images
│   │   ├── 0000.png
│   │   ├── 0001.png
│   │   └── ...
│   └── caption/            # Image captions
│       ├── 0000.txt
│       ├── 0001.txt
│       └── ...
│
└── pattern_gen/
    ├── tags/               # Input tags
    │   ├── 000017.txt
    │   ├── 000019.txt
    │   └── ...
    ├── response/           # Output weaving drafts
    │   ├── 000017.wv
    │   ├── 000019.wv
    │   └── ...
    └── visual_16x/         # Visualization of weaving drafts (not used for fine-tuning)
        └── ...