Duplicate from tanganke/dtd

Co-authored-by: Anke Tang <tanganke@users.noreply.huggingface.co>

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README.md

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+---
+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: 463693721.28
+    num_examples: 3760
+  - name: test
+    num_bytes: 171623828.0
+    num_examples: 1880
+  download_size: 629499529
+  dataset_size: 635317549.28
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+  - split: test
+    path: data/test-*
+---
+
+# [DTD: Describable Textures Dataset](https://www.robots.ox.ac.uk/~vgg/data/dtd/)
+
+The Describable Textures Dataset (DTD) is an evolving collection of textural images in the wild, annotated with a series of human-centric attributes, inspired by the perceptual properties of textures. 
+This data is made available to the computer vision community for research purposes
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+dataset = load_dataset('tanganke/dtd')
+```
+
+- **Features:**
+  - **Image**: The primary data type, which is a digital image used for classification. The format and dimensions of the images are not specified in this snippet but should be included if available.
+  - **Label**: A categorical feature representing the texture or pattern class of each image. The dataset includes 46 classes with descriptive names ranging from 'banded' to 'zigzagged'.
+    - **Class Labels**:
+      - '0': banded
+      - '1': blotchy
+      - '2': braided
+      - ...
+      - '45': wrinkled
+      - '46': zigzagged
+
+- **Splits**: The dataset is divided into training and test subsets for model evaluation.
+  - **Training**: containing 3760 examples with a total size of 448,550 bytes.
+  - **Test**: containing 1880 examples with a total size of 220,515 bytes.
+

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