Dataset Viewer
The dataset viewer is not available for this split.
Cannot load the dataset split (in streaming mode) to extract the first rows.
Error code: StreamingRowsError
Exception: ValueError
Message: Bad split: img_gen. Available splits: ['train']
Traceback: Traceback (most recent call last):
File "/src/services/worker/src/worker/utils.py", line 99, in get_rows_or_raise
return get_rows(
^^^^^^^^^
File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
return func(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^
File "/src/services/worker/src/worker/utils.py", line 61, in get_rows
ds = load_dataset(
^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/load.py", line 1502, in load_dataset
return builder_instance.as_streaming_dataset(split=split)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1196, in as_streaming_dataset
raise ValueError(f"Bad split: {split}. Available splits: {list(splits_generators)}")
ValueError: Bad split: img_gen. Available splits: ['train']Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
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 instructions can be found in the supplementary material of the paper.
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)
└── ...
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