Create README.md

README.md

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+# Oxford-IIIT Pets (Test set only)
+
+Original paper: [Cats and Dogs](https://www.robots.ox.ac.uk/~vgg/publications/2012/parkhi12a/parkhi12a.pdf)
+
+Homepage: https://www.robots.ox.ac.uk/~vgg/data/pets/
+
+Bibtex:
+```
+@InProceedings{parkhi12a,
+  author       = "Omkar M. Parkhi and Andrea Vedaldi and Andrew Zisserman and C. V. Jawahar",
+  title        = "Cats and Dogs",
+  booktitle    = "IEEE Conference on Computer Vision and Pattern Recognition",
+  year         = "2012",
+}
+```