Unsupervised multi label text classification



Scenario: when unlabeled text structure come into the picture . I can label my data on text features/ keywords basis.I need to tag interest areas/label and mark them.It may be the tag with single/multiple labels(like fashion, sports, food…) My question is how can I start. Please suggest me dataset/reference link/doc.



Could you clarify on this? As far as I understand, you want to caption images with appropriate labels as seen below. Am I correct?