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I want to restore missing parts from a character. You can see some examples after the pages are edited with Scantailor:

enter image description here

Note that I want to keep the same font, so I don't want just to OCR and create the pages of the scanned book with some new font.

My question is: Can I use machine learning to solve this problem?

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  • $\begingroup$ So the output of your network would be an image? $\endgroup$ – Philip Raeisghasem Apr 4 '19 at 22:32
  • $\begingroup$ Yes, the output should be an image. $\endgroup$ – Ventsislav Apr 5 '19 at 10:59

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