MACHINE LEARNING ARTIFICIAL INTELLIGENCE SYSTEM FOR IDENTIFYING VEHICLES

Patent №

US 10,140,553

Granted

2018-11-27

Filed 2018

Owner

CAPITAL ONE SERVICES, LLC

Lab

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15915947

An artificial intelligence system for identifying attributes in an image. The system may include a processor in communication with a client device; and a storage medium. The storage medium may store instructions that, when executed, configure the processor to perform operations including: extracting first features; categorizing the first images in a first group or a second group; modifying first metadata associated with each image in the first images to include a binary label; calculating a classification function; classifying a second plurality of images using the classification function; extracting second features from the second images classified in the first group; categorizing the second images in the first group by attribute; calculating an attribute identification function that identifies attributes of the second images; and identifying at least one attribute associated with a client image using the attribute identification function, the client image being received from the client device.

Machine learningVisionKnowledge representationPlanningAI hardwareG06N 3/084G06F 16/583G06F 18/214G06F 18/24G06N 3/02G06N 3/045G06N 3/0464G06N 3/048+11 more

AI classification

Vision1.00
Planning1.00
AI hardware1.00
Knowledge representation0.98
Machine learning0.94
Natural language0.00
Evolutionary computation0.00
Speech0.00

Ownership

CAPITAL ONE SERVICES, LLC

assignment · 457290473

Assignors

VASISHT, SUNIL SUBRAHMANYAM, DAGLEY, GEOFFREY, TANG, QIAOCHU, REDDY, SEAN, HOOVER, JASON RICHARD, WYLIE, STEPHEN MICHAEL, PRICE, MICAH

On an employer assignment, the assignors are typically the inventors.

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