Unfortunately I agree with @Ceej
they are downloading the DB with pre labels bowls
If it was Akida they would just have to label the one bowl image that they had (may be 2)
Also if the new image to be classified is not covered in their DB library you would have to create your own labelled data set.
Microsoft Azure, page-240
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