update readme description

README.md

@@ -44,15 +44,20 @@ dataset_info:
 
 # Oxford-IIIT-Pets-VL-Enriched
 
-An enriched version of the Oxford IIIT Pets Dataset.
+An enriched version of the Oxford IIIT Pets Dataset with image caption and boundig boxes.
 
-## Enrichment
-In addition to the image level labels from the original dataset, we added:
+With more information, the dataset can be used for a variety of tasks such as image retrieval or visual question answering.
 
-+ Image Captions - Generated by BLIP2 captioning model.
-+ Bounding Boxes - Generated by in-house and customized YOLOv8 model.
+## Description
+The dataset consists of 6 columns:
+
++ `image_id`: Unique identifier for each image. `image_id` is the original filename of the image from Oxford IIIT Pets dataset.
++ `image`: Image data in the form of PIL Image.
++ `label_cat_dog`: Label for the image, whether it is a cat or a dog. Provided by the authors of the original dataset.
++ `label_breed`: Label for the breed of the cat or dog in the image. Consists of 37 pet breeds of cats and dogs. Provided by the authors of the original dataset.
++ `labels_bbox_enriched`: Enriched labels for the image. Consists of bounding box coordinates, confidence score and label for the bounding box. Generated by in-house and customized YOLOv8 model.
++ `caption_enriched`: Enriched captions for the image. Generated by BLIP2 captioning model.
 
-With more information, the dataset can be used for a variety of tasks such as image retrieval or visual question answering.
 
 Check out interactive visualization [here](https://app.visual-layer.com/vl-datasets).