METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR MODEL UPDATING

Patent №

US 11,562,173

Granted

2023-01-24

Filed 2020

Owner

EMC IP HOLDING COMPANY LLC

Lab

AI components

4

ml · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17003573

The present disclosure relates to a method, a device, and a computer program product for model updating. The method includes: acquiring a first image set and first annotation information, wherein the first annotation information indicates whether a corresponding image in the first image set includes a target object; updating a first version of an object verification model using the first image set and the first annotation information to obtain a second version, wherein the first version of the object verification model has been deployed to determine whether an input image includes the target object; determining the accuracy of the second version of the object verification model; and updating, if it is determined that the accuracy is lower than a preset accuracy threshold, the second version of the object verification model using a second image set and second annotation information to obtain a third version of the object verification model.

Machine learningVisionKnowledge representationAI hardwareG06F 18/214G06V 10/776G06F 18/2185G06V 10/774G06V 10/82G06V 20/20G06V 40/161G06V 40/168

AI classification

Vision1.00
Machine learning1.00
AI hardware1.00
Knowledge representation0.53
Planning0.12
Natural language0.03
Speech0.00
Evolutionary computation0.00

Ownership

EMC IP HOLDING COMPANY LLC

assignment · 536060222

Assignors

NI, JIACHENG, LIU, JINPENG, CHEN, QIANG, WANG, ZIJIA, JIA, ZHEN

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

From the same owner

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