Structured invoice detection using CV and machine learning

FreelanceFull-timeProjectRemote CassaNova

We need to create an Android app that can scan incoming invoices and determine (using also some machine learning) what is included in the heading and also all the items and values of the invoice.
Then after we have a structured object of this we could call a REST service on our platform that would ease the data entry that generally is done by the back office operators.

Here we are all pros for for Android and Java BUT we are new to CV. Could you help us giving directions in this project?

Basically the scope is limited to the the portion of:

  1. scanning with the device camera
  2. transform all parts of the invoice in specific proprieties of a defined data structure in an object
  3. make the detection quicker and more reliable thank to a machine learning logic
  4. everything has also to work offline (no internet connection)

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