Update README.md

README.md

@@ -143,4 +143,14 @@ configs:
     path: data/train-*
   - split: test
     path: data/test-*
+task_categories:
+- image-classification
+language:
+- en
 ---
+
+# Dataset Card for "Stanford-Dogs"
+
+This is a non-official ```Stanford-Dogs``` dataset for **fine-grained** ```Image Classification```.  
+
+If you want to download the official dataset, please refer to the [here](http://vision.stanford.edu/aditya86/ImageNetDogs/).