IDENTIFICATION OF ITEM ATTRIBUTES USING ARTIFICIAL INTELLIGENCE

Patent №

US 9,569,700

Granted

2017-02-14

Filed 2014

Owner

AMAZON TECHNOLOGIES, INC.

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14573892

A system that identifies attributes of an item depicted in an image using artificial intelligence is provided. For example, the system may use one or more deep belief networks (DBNs) or convolution neural networks (CNNs) trained to analyze images and identify attributes in items depicted in the images. A first artificial intelligence module may analyze an image to determine a type of item depicted in the image. The system may then select a second artificial intelligence module that is associated with the type of item and use the second artificial intelligence module to identify attributes in the item depicted in the image. Identified attributes, if associated with a confidence level over a threshold value, may be provided to a user. The user may provide feedback on the accuracy of the identified attributes, which can be used to further train the first and/or second artificial intelligence modules.

Machine learningNatural languageVisionKnowledge representationPlanningAI hardwareG06V 10/82G06F 16/51G06F 16/583G06F 16/5838G06F 18/2113G06F 18/24323G06N 3/042G06N 3/045+7 more

AI classification

Vision1.00
Machine learning1.00
Planning1.00
AI hardware1.00
Natural language1.00
Knowledge representation0.97
Evolutionary computation0.03
Speech0.00

Ownership

AMAZON TECHNOLOGIES, INC.

assignment · 348840041

Assignors

SANTOS, ANTHONY ALEXANDER, FINKELSTEIN, ADAM JAMES, GINGRICH, DAVID AKIRA, HURLEY, DAVID MICHAEL, ZHAO, SIQI

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

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