update

README.md

@@ -44,7 +44,7 @@ dataset_info:
 
 # Oxford-IIIT-Pets-VL-Enriched
 
-An enriched version of the Oxford IIIT Pets Dataset with image caption and boundig boxes.
+An enriched version of the Oxford IIIT Pets Dataset with image caption and bounding boxes.
 
 With more information, the dataset can be used for a variety of tasks such as image retrieval or visual question answering.
 
@@ -65,6 +65,8 @@ import datasets
 ds = datasets.load_dataset("dnth/pets-enriched")
 ```
 
+More in this [notebook](usage.ipynb).
+
 ## Interactive Visualization
 Visual Layer provides a platform to interactively visualize the dataset.
 Check it out [here](https://app.visual-layer.com/vl-datasets). No sign-up required.