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Platform for document classification

  • US 10,402,641 B1
  • Filed: 03/19/2019
  • Issued: 09/03/2019
  • Est. Priority Date: 03/19/2019
  • Status: Active Grant
First Claim
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1. A method, comprising:

  • obtaining, by a processor, first information associated with a document,wherein the first information includes image data;

    determining, for the document, by the processor, and using a first machine learning model, a first classification of one of a plurality of document types and a first confidence score associated with the first classification based on the image data,wherein the first confidence score indicates a first confidence level that the document corresponds to the first classification;

    comparing, by the processor, the first confidence score and a first threshold value;

    accepting, by the processor, the first classification of the document when the first confidence score satisfies the first threshold value;

    obtaining, by the processor, second information associated with the document when the first confidence score fails to satisfy the first threshold value,wherein the second information includes text data;

    determining, for the document, by the processor, and using a second machine learning model, a second classification of one of the plurality of document types and a second confidence score associated with the second classification based on the text data,wherein the second confidence score indicates a second confidence level that the document corresponds to the second classification;

    comparing, by the processor, the second confidence score and a second threshold value; and

    accepting, by the processor, the second classification of the document when the second confidence score satisfies the second threshold value.

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