Update README.md

README.md

@@ -281,8 +281,8 @@ The class labels in the dataset are in English.
 
 ### Data Fields
 
-- image: A PIL.Image.Image object containing the image. Note that when accessing the image column: dataset[0]["image"] the image file is automatically decoded. Decoding of a large number of image files might take a significant amount of time. Thus it is important to first query the sample index before the "image" column, i.e. dataset[0]["image"] should always be preferred over dataset["image"][0].
-- label: an int classification label. -1 for test set as the labels are missing. Check `classes.py` for the map of numbers & labels.
+- image: A PIL.Image.Image object containing the image. 
+- label: an int classification label.
 
 ### Data Splits