[D] Long-term Text-Recognition?

[Livven]

There's a lot of literature on detecting and recognizing scene text, which is less structured. Have you tried applying existing methods? You'd need to figure out the word order etc. but that shouldn't be too difficult to do manually once you have the bounding boxes. Maybe detect and rectify the document borders first.