Is it possible Track Document fields using custom object detection or segmentation (or any other ML Technique) ?
The Ask is to Do Key Element Extraction from document like first name, last name, Identity card number, Expiry date etc ?
So I understand that regular expression etc can solve this problem to some extent but Looking at PP Structure from paddle ocr or LayoutLM, LayoutXLM kind of models and technique. It seems people are doing it and concepts do exist.
My Question is specially around is this possible on low compute devices like android or ios which don’t have large compute available using tenser-flow light or ncnn kind of mobile compatible deep learning frameworks ?
