# How can we create an label, value detector?

I am trying to implement an text detector using MaskRCNN such that the model detects the label and value as shown in the image below.

Detecting the same is easier for fields like page date and order no. but fails for invoice number and salesman shown in image below. Is there any pretrained models for the same? or some other technique that might help.

• I'll have to use a pretrained OCR to read the text and what I want is my model to readimage given above as Invoice No. 6 but pretrained OCR might fail in doing so. – hR 312 Dec 26 '19 at 9:37