Add information how to see the features of the dataset #2627
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Issue
The feature information (the name of the image label - either "img" or "image" that differs on HF) is needed to make decisions on the transformation of the dataset. Yet, it's not emphasized enough in the docs.
Proposal
Improve the documentation: quickstart + all the how-to-{framework} sections to include this information.
This PR also slightly restructures the TensorFlow example by pulling the common part to the beginning and not repeating it (there not repeating the newly added section neither)
Explanation
It is needed:
X
andy
in NumPy,TensorFlow Dataset
in TensorFlow