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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.

Patent No.:

US 12333839 B1

PDFFull Text
Date of Patent:
Jun. 17, 2025

Filed:

Aug. 02, 2022

Neural network architecture for classifying documents

Applicant:

Ust Global (Singapore) Pte. Limited, Singapore, SG;

Inventors:

Dasaprakash Krishnamurthy, Chennai, IN;

José Pablo Romero Valle, Salamanca, ES;

Álvaro Hernández Hernández, Salamanca, ES;

Assignee:

UST Global (Singapore) Pte. Limited, Singapore, SG;

Attorney:

Workman Nydegger

Primary Examiner:

Xiao Liu

Int. Cl.
CPC ...
G06V 30/00 (2022.01); G06V 10/82 (2022.01); G06V 30/14 (2022.01); G06V 30/148 (2022.01); G06V 30/19 (2022.01); G06V 30/41 (2022.01);
U.S. Cl.
CPC ...
G06V 30/19173 (2022.01); G06V 10/82 (2022.01); G06V 30/1448 (2022.01); G06V 30/148 (2022.01); G06V 30/1918 (2022.01); G06V 30/41 (2022.01);
Abstract

A system to classify image of a document using neural network architecture is provided. The system includes a storage device storing the image derived from the document having text information. The system includes a document importer operable to perform optical character recognition to convert image data in the image to machine readable data. The system includes a neural network that perform semantic enrichment and positional context for the terms of interest present in the image. The neural network is configured to take as input the machine-readable data and the image and combine both the machine-readable data and the image to classify the image of the document based on the positional context of the terms of interest.

Find Patent Forward Citations

Krishnamurthy, Dasaprakash. (2025). Neural network architecture for classifying documents (U.S. Patent No. 12333839). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12333839

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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