METHOD FOR TRAINING OBJECT DETECTION MODEL AND TARGET OBJECT DETECTION METHOD

Patent №

US 11,640,678

Granted

2023-05-02

Filed 2021

Owner

HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY

+1 more

Lab

AI components

4

ml · vision · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17194186

This application relates to a target object detection method and apparatus, a non-transitory computer-readable storage medium, and a computer device. The method includes: obtaining a to-be-detected image; inputting the to-be-detected image into a target object detection model; generating, by the target object detection model, a prediction diagram corresponding to the to-be-detected image, the prediction diagram describing a relation degree to which pixels of the to-be-detected image belong to a target detection object; and performing region segmentation on the prediction diagram to obtain a target detection object region. In addition, a method and an apparatus for training an object detection model into the target object detection model, a non-transitory computer-readable storage medium, and a computer device are also provided.

Machine learningVisionKnowledge representationAI hardwareG06T 7/77G06F 18/2148G06F 18/2193G06T 7/0012G06T 7/194G06V 10/25G06V 10/764G06V 10/82+12 more

AI classification

Vision1.00
Machine learning0.99
AI hardware0.99
Knowledge representation0.84
Planning0.06
Evolutionary computation0.05
Natural language0.00
Speech0.00

Ownership

HUAZHONG UNIVERSITY OF SCIENCE AND TECHNOLOGY

assignment · 570690330

TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED

assignment · 570690330

Assignors

WANG, XINGGANG, LIU, WENYU, LI, CHAO, HUANG, JUNZHOU, WANG, JUHONG, MA, DONGYUAN

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

From the same owner

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