I need to extract some "valuable" information from document scan. For example, document's number, incoming date, organizations, persons, etc.
I'm trying to extract highlighted segment of the document. Original scan doesn't have that highlighting. And value can be handwritten or typewritten.
I tried U-Net and Mask RCNN for my dataset (~100 examples). Without any success.