IMAGE OBJECT CATEGORY RECOGNITION METHOD AND DEVICE

Patent №

US 10,013,636

Granted

2018-07-03

Filed 2016

Owner

BEIJING JINGDONG SHANGKE INFORMATION TECHNOLOGY CO, LTD.

+1 more

Lab

AI components

3

ml · vision · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15032460

The present invention relates to an image object category recognition method and device. The recognition method comprises an off-line autonomous learning process of a computer, which mainly comprises the following steps: image feature extracting, cluster analyzing and acquisition of an average image of object categories. In addition, the method of the present invention also comprises an on-line automatic category recognition process. The present invention can significantly reduce the amount of computation, reduce computation errors and improve the recognition accuracy significantly in the recognition process.

Machine learningVisionAI hardwareG06V 10/771G06F 18/211G06F 18/22G06F 18/231G06F 18/23213G06F 18/2413G06F 18/28G06N 3/088+5 more

AI classification

Vision1.00
Machine learning1.00
AI hardware0.99
Natural language0.05
Knowledge representation0.02
Evolutionary computation0.01
Planning0.00
Speech0.00

Ownership

BEIJING JINGDONG SHANGKE INFORMATION TECHNOLOGY CO, LTD.

assignment · 383940741

BEIJING JINGDONG CENTURY TRADING CO., LTD.

assignment · 383940741

Assignors

GAN, YONGZHOU, DENG, ZHENGPING

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

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