The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 05, 2022

Filed:

Feb. 19, 2020
Applicant:

Infrrd Inc, San Jose, CA (US);

Inventor:

Vikas Kumar, Bengaluru, IN;

Assignee:

Infrrd Inc., San Jose, CA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06K 9/00 (2022.01); G06K 9/62 (2022.01); G06N 20/00 (2019.01); G06N 5/04 (2006.01); G06F 40/30 (2020.01); G06F 40/284 (2020.01); G06F 40/117 (2020.01); G06V 10/56 (2022.01); G06V 30/10 (2022.01);
U.S. Cl.
CPC ...
G06K 9/6256 (2013.01); G06F 40/117 (2020.01); G06F 40/284 (2020.01); G06F 40/30 (2020.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06V 10/56 (2022.01); G06V 30/10 (2022.01);
Abstract

A method of training a system to extract information from documents comprises feeding digital form of training documents to an OCR module, which identifies multiple logical blocks in the documents and text present in the logical blocks. One or more tags for the whole of the document, the logical blocks and word tokens on the document are received by a tagging module. A text input comprising the text identified in the document and the tags for the whole of the document are received by a machine learning module. A first image of the document with layout of the one or more of the identified blocks superimposed, and the tags of the logical blocks in the document are received by the machine learning module, wherein the received text input, first image and tags for the logical blocks corresponds to a plurality of the training documents.


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