Capital One Services, LLC

Qiang Xue

Mamadou Diallo

Xi Chen

Victor Mayaki

Heather Aller

Sehyoung Myung

Eric Lowell

Kristofer Johnson

Brandon Walsh

Michael Baird Beers

Chad Fisher

Meredith Van Voorhis

Mark Lareau

Paola Thurlow

Karthik Kaimal

A method of identifying and recognizing characters using a dual-stage neural network pipeline, the method including: receiving, by a computing device, image data; providing the image data to a first convolutional layer of a convolutional neural network (CNN); applying, using the CNN, pattern recognition to the image data to identify a region of the image data containing text; providing sub-image data comprising the identified region of the image data to a convolutional recurrent neural network (CRNN); and recognizing, using the CRNN, the characters within the sub-image data.

Dual stage neural network pipeline systems and methods

An improved invoice management product may include an invoice hub server and an invoice database, and may receive data including one or more invoices, transmit one or more invoice records to an invoice database, identify one or more invoice records for expedited processing, transmit a request to issue an advance payment to a supplier associated with one or more supplier identifiers associated with the one or more invoice records, and transmit a notice to a customer. An Invoice Hub server may receive data comprising one or more invoices, create one or more invoice records based on the one or more invoices, transmit the one or more invoice records to an invoice database, identify one or more invoice records for expedited processing, transmit a request to issue an advance payment to a supplier, and transmit a notice to a customer associated with the one or more invoice records.

Systems and methods for improving invoice management using enhanced analytical insight

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Vienna, VA, United States of America

Qiang Xue