Create README.md

README.md

@@ -0,0 +1,13 @@
+## Dataset Description
+
+The Describable Textures Dataset (DTD) includes 5,640 images of textures annotated with human-centric attributes.
+
+- **Homepage:** https://www.robots.ox.ac.uk/~vgg/data/dtd/
+## Citation
+```bibtex
+@inproceedings{cimpoi2014describing,
+  title={Describing textures in the wild},
+  author={Cimpoi, Mircea and others},
+  booktitle={CVPR},
+  year={2014}
+}