DETERMINING CONTEXTUAL CONFIDENCE OF IMAGES USING ASSOCIATIVE DEEP LEARNING

Patent №

US 10,970,331

Granted

2021-04-06

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16129095

Determining contextual confidence of images for associative deep learning includes receiving an image including a representation of a subject. Text data related to the image is received. One or more physical properties of the image are determined. Context information of the image is determined using natural language processing. The image is classified based upon the contextual information and the one or more physical properties using a classification model to determine a classification. An emotional state of the image is determined based upon the physical properties. A confidence of the classification and emotional state is determined.

Machine learningNatural languageVisionSpeechKnowledge representationAI hardwareG06V 10/454G06F 16/35G06F 16/5866G06F 17/18G06F 18/24G06F 40/30G06V 10/764G06V 10/82+1 more

AI classification

Vision1.00
Natural language1.00
Machine learning1.00
AI hardware1.00
Speech0.97
Knowledge representation0.96
Evolutionary computation0.01
Planning0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 468540456

Assignors

WHITMAN, TODD R., BAUGHMAN, AARON K., PERRINO, JOHN P., PANDEY, DIWESH

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

From the same owner

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