METHOD AND SYSTEM FOR IMAGE CLASSIFICATION

Patent №

US 11,836,632

Granted

2023-12-05

Filed 2021

Owner

AGENCY FOR SCIENCE, TECHNOLOGY AND RESEARCH

Lab

AI components

5

ml · nlp · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17598135

There is provided a method of image classification. The method includes: providing a set of category mapping discriminators, each corresponding to a respective category, wherein each category mapping discriminator of the set of category mapping discriminators is configured for discriminating features relating to input images that belong to the respective category of the category mapping discriminator; extracting a plurality of features from an input image using a machine learning model; determining, for each of the set of category mapping discriminators, an output value based on the plurality of extracted features using the category mapping discriminator; and determining a classification of the input image based on the output values of the set of category mapping discriminators.

Machine learningNatural languageVisionKnowledge representationAI hardwareG06N 3/084G06N 3/0442G06N 3/0455G06N 3/0464G06N 3/09G06N 3/0985G06V 10/765G06V 10/7715+5 more

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Natural language0.99
Knowledge representation0.99
Planning0.05
Evolutionary computation0.00
Speech0.00

Ownership

AGENCY FOR SCIENCE, TECHNOLOGY AND RESEARCH

assignment · 598640223

Assignors

XIE, SHUDONG, LI, YIQUN, LIN, DONGYUN, MA, TIN LAY NWE, DONG, SHENG

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

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