EDGE-BASED ADAPTIVE MACHINE LEARNING FOR OBJECT RECOGNITION

Patent №

US 11,017,271

Granted

2021-05-25

Filed 2017

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

4

ml · vision · kr · planning

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15801791

Examples of techniques for interactive generation of labeled data and training instances are provided. According to one or more embodiments of the present invention, a computer-implemented method for interactive generation of labeled data and training instances includes presenting, by the processing device, control labeling options to a user. The method further includes selecting, by a user, one or more of the presented control labeling options. The method further includes selecting, by a processing device, a representative set of unlabeled data samples based at least in part on the control labeling options selected by the user. The method further includes generating, by a processing device, a set of suggested labels for each of the unlabeled data samples.

Machine learningVisionKnowledge representationPlanningG06N 20/00G06F 18/2155G06F 18/2178G06F 18/24133G06N 5/04G06T 7/70G06V 10/454G06V 10/82+3 more

AI classification

Vision1.00
Planning1.00
Machine learning1.00
Knowledge representation0.86
AI hardware0.14
Evolutionary computation0.02
Natural language0.01
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 440200798

Assignors

DESAI, NIRMIT V., LI, DAWEI, SALONIDIS, THEODOROS

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

From the same owner

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