MULTI-LINGUAL TAGGING FOR DIGITAL IMAGES

Patent №

US 11,645,478

Granted

2023-05-09

Filed 2020

Owner

ADOBE INC.

Lab

AI components

6

ml · nlp · vision · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17088847

Introduced here is an approach to translating tags assigned to digital images. As an example, embeddings may be extracted from a tag to be translated and the digital image with which the tag is associated by a multimodal model. These embeddings can be compared to embeddings extracted from a set of target tags associated with a target language by the multimodal model. Such an approach allows similarity to be established along two dimensions, which ensures the obstacles associated with direct translation can be avoided.

Machine learningNatural languageVisionSpeechKnowledge representationAI hardwareG06F 40/216G06F 40/58G06F 16/51G06F 40/117G06F 40/30G06F 40/44G06F 40/56

AI classification

Natural language1.00
Vision1.00
Machine learning1.00
Speech1.00
Knowledge representation0.95
AI hardware0.94
Planning0.00
Evolutionary computation0.00

Ownership

ADOBE INC.

assignment · 542690692

Assignors

TAMBI, RITIZ, AGGARWAL, PRANAV, KALE, AJINKYA

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

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