Update README.md

README.md

@@ -60,11 +60,50 @@ dataset_info:
     num_bytes: 226313270.04
     num_examples: 1880
   - name: test
-    num_bytes: 172035822.0
+    num_bytes: 172035822
     num_examples: 1880
   - name: validation
     num_bytes: 222278767.48
     num_examples: 1880
   download_size: 629315160
   dataset_size: 620627859.52
+task_categories:
+- image-classification
+language:
+- en
+tags:
+- texture
+- computer-vision
+pretty_name: Describable Textures Dataset
+size_categories:
+- 1K<n<10K
 ---
+
+# 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://arxiv.org/abs/1311.3618 | 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.
+
+## Dataset Creation
+
+
+### Annotations
+
+#### Annotation process
+
+
+### Licensing Information
+Not defined at 
+
+### Citation Information
+