INFERENCE DEVICE, INFERENCE METHOD, AND NON-TRANSITORY TANGIBLE COMPUTER-READABLE MEDIUM

Patent №

US 11,625,561

Granted

2023-04-11

Filed 2020

Owner

DENSO CORPORATION

Lab

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16860843

A method for determining a class to which an input image belongs in an inference process, includes: storing a frequent feature for each class in a frequent feature database; inputting an image as the input image; extracting which class the input image belongs to; extracting a plurality of features that appear in the inference process; extracting one of the features that satisfies a predetermined condition as a representative feature; reading out the frequent feature corresponding to an extracted class from the frequent feature database; extracting one or a plurality of ground features based on the frequent feature and the representative feature; storing a concept data representing each feature in an annotation database; reading out the concept data corresponding to the one or the plurality of ground features from the annotation database; generating explanation information; and outputting the ground feature and the explanatory information together with the extracted class.

Machine learningNatural languageVisionKnowledge representationAI hardwareG06N 3/08G06F 18/2113G06F 18/2431G06N 3/042G06N 3/045G06N 3/0464G06N 3/09G06N 5/02+4 more

AI classification

Vision1.00
Knowledge representation1.00
Natural language1.00
AI hardware0.99
Machine learning0.98
Planning0.09
Speech0.00
Evolutionary computation0.00

Ownership

DENSO CORPORATION

assignment · 531900498

Assignors

KUWAJIMA, HIROSHI, TANAKA, MASAYUKI

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

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