I have a series of ordered pdf pages which own to different documents. Let me give you an example:

Pages: 1 2 3 4 5 6

True Pages: 1 2 | 1 2 3 4

So I have like six ordered pages, two of which from document A, and the remaining from document B. I do not have documents labels so the grouping should be done in an unsupervised way.

Which could be a reasonable approach? Using only CNN to detect border pages shouldn't be enough to discern documents, so I was thinking to something like RNN->CNN or CNN->RNN but I don't know how it would practically work because it is the first time I don't use labels in my TF model.

Do you think it would be a reasonable idea?

  • 1
    $\begingroup$ Hello. Welcome to AI SE. To give an idea of what your actual question is, you could please put your main specific question in the title? $\endgroup$
    – nbro
    Jun 6 at 17:25
  • $\begingroup$ I tried but I don't know whether this problem has a specific name $\endgroup$
    – Frank
    Jun 7 at 7:54

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