
# Dataset Card for Describable Textures Dataset (DTD)

## Dataset Description

- Homepage: https://www.robots.ox.ac.uk/~vgg/data/dtd/
- Repository: https://github.com/mcimpoi/deep-fbanks 
- Paper: https://openaccess.thecvf.com/content_cvpr_2014/html/Cimpoi_Describing_Textures_in_2014_CVPR_paper.html
- Leaderboard: https://paperswithcode.com/sota/image-classification-on-dtd

### Dataset Summary
Texture classification dataset; consists of 47 categories, 120 images per class.

### Data Splits
Equally split into train, val, test; The original paper proposed 10 splits; recent works (BYOL, arxiv:2006.07733) use only first split.

### Licensing Information
Not defined at https://www.robots.ox.ac.uk/~vgg/data/dtd/

### Citation Information
 @InProceedings{cimpoi14describing,
	      Author    = {M. Cimpoi and S. Maji and I. Kokkinos and S. Mohamed and and A. Vedaldi},
	      Title     = {Describing Textures in the Wild},
	      Booktitle = {Proceedings of the {IEEE} Conf. on Computer Vision and Pattern Recognition ({CVPR})},
	      Year      = {2014}}


task_categories:image-classification size_categories:1K<n<10K language:en license:cc-by-4.0 texture computer-vision region:us
{"language": ["en"], "license": "cc-by-4.0", "size_categories": ["1K<n<10K"], "task_categories": ["image-classification"], "pretty_name": "Describable Textures Dataset", "dataset_info": {"features": [{"name": "image", "dtype": "image"}, {"name": "label", "dtype": {"class_label": {"names": {"0": "banded", "1": "blotchy", "2": "braided", "3": "bubbly", "4": "bumpy", "5": "chequered", "6": "cobwebbed", "7": "cracked", "8": "crosshatched", "9": "crystalline", "10": "dotted", "11": "fibrous", "12": "flecked", "13": "freckled", "14": "frilly", "15": "gauzy", "16": "grid", "17": "grooved", "18": "honeycombed", "19": "interlaced", "20": "knitted", "21": "lacelike", "22": "lined", "23": "marbled", "24": "matted", "25": "meshed", "26": "paisley", "27": "perforated", "28": "pitted", "29": "pleated", "30": "polka-dotted", "31": "porous", "32": "potholed", "33": "scaly", "34": "smeared", "35": "spiralled", "36": "sprinkled", "37": "stained", "38": "stratified", "39": "striped", "40": "studded", "41": "swirly", "42": "veined", "43": "waffled", "44": "woven", "45": "wrinkled", "46": "zigzagged"}}}}], "splits": [{"name": "train", "num_bytes": 226313270.04, "num_examples": 1880}, {"name": "test", "num_bytes": 172035822, "num_examples": 1880}, {"name": "validation", "num_bytes": 222278767.48, "num_examples": 1880}], "download_size": 629315160, "dataset_size": 620627859.52}, "tags": ["texture", "computer-vision"]}
TAGS
#task_categories-image-classification #size_categories-1K<n<10K #language-English #license-cc-by-4.0 #texture #computer-vision #region-us 


# Dataset Card for Describable Textures Dataset (DTD)

## Dataset Description

- Homepage: URL
- Repository: URL 
- Paper: URL
- Leaderboard: URL

### Dataset Summary
Texture classification dataset; consists of 47 categories, 120 images per class.

### Data Splits
Equally split into train, val, test; The original paper proposed 10 splits; recent works (BYOL, arxiv:2006.07733) use only first split.

### Licensing Information
Not defined at URL


 @InProceedings{cimpoi14describing,
	      Author    = {M. Cimpoi and S. Maji and I. Kokkinos and S. Mohamed and and A. Vedaldi},
	      Title     = {Describing Textures in the Wild},
	      Booktitle = {Proceedings of the {IEEE} Conf. on Computer Vision and Pattern Recognition ({CVPR})},
	      Year      = {2014}}


# Dataset Card for Describable Textures Dataset (DTD) ## Dataset Description

- Homepage: URL
- Repository: URL 
- Paper: URL
- Leaderboard: URL ### Dataset Summary
Texture classification dataset; consists of 47 categories, 120 images per class. ### Data Splits
Equally split into train, val, test; The original paper proposed 10 splits; recent works (BYOL, arxiv:2006.07733) use only first split. ### Licensing Information
Not defined at URL


 @InProceedings{cimpoi14describing,
	      Author    = {M. Cimpoi and S. Maji and I. Kokkinos and S. Mohamed and and A. Vedaldi},
	      Title     = {Describing Textures in the Wild},
	      Booktitle = {Proceedings of the {IEEE} Conf. on Computer Vision and Pattern Recognition ({CVPR})},
	      Year      = {2014}}
TAGS
#task_categories-image-classification #size_categories-1K<n<10K #language-English #license-cc-by-4.0 #texture #computer-vision #region-us 
 # Dataset Card for Describable Textures Dataset (DTD) ## Dataset Description

- Homepage: URL
- Repository: URL 
- Paper: URL
- Leaderboard: URL ### Dataset Summary
Texture classification dataset; consists of 47 categories, 120 images per class. ### Data Splits
Equally split into train, val, test; The original paper proposed 10 splits; recent works (BYOL, arxiv:2006.07733) use only first split. ### Licensing Information
Not defined at URL


 @InProceedings{cimpoi14describing,
	      Author    = {M. Cimpoi and S. Maji and I. Kokkinos and S. Mohamed and and A. Vedaldi},
	      Title     = {Describing Textures in the Wild},
	      Booktitle = {Proceedings of the {IEEE} Conf. on Computer Vision and Pattern Recognition ({CVPR})},
	      Year      = {2014}}