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Object classification method and device and computer readable storage medium

A classification method and object classification technology, applied in computer parts, computing, neural learning methods, etc., can solve the problems of reducing the efficiency of target object classification, time-consuming and labor-intensive, etc., to improve accuracy and efficiency, improve training efficiency, and overcome classification less efficient effect

Pending Publication Date: 2022-06-28
GUANGZHOU YUNCONG INFORMATION TECH CO LTD
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Problems solved by technology

In order to improve the accuracy of classification, it mainly relies on manual classification, but the method of manual classification is time-consuming and laborious, which greatly reduces the classification efficiency of target objects

Method used

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  • Object classification method and device and computer readable storage medium
  • Object classification method and device and computer readable storage medium
  • Object classification method and device and computer readable storage medium

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Embodiment Construction

[0047] Some embodiments of the present invention are described below with reference to the accompanying drawings. It should be understood by those skilled in the art that these embodiments are only used to explain the technical principle of the present invention, and are not intended to limit the protection scope of the present invention.

[0048] In the description of the present invention, "module" and "processor" may include hardware, software or a combination of both. A module may include hardware circuits, various suitable sensors, communication ports, memory, and may also include software parts, such as program codes, or a combination of software and hardware. The processor may be a central processing unit, a microprocessor, an image processor, a digital signal processor, or any other suitable processor. The processor has data and / or signal processing functions. The processor may be implemented in software, hardware, or a combination of the two. Non-transitory compute...

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Abstract

The invention relates to the technical field of image classification, particularly provides an object classification method and device and a computer readable storage medium, and aims to solve the problem of how to accurately and efficiently perform object classification. In order to achieve the purpose, the method comprises the steps of adopting an image sample of a target object and training an object classification model through the following steps: acquiring a first output result output by a feature classification network for a labeled sample, and respectively updating network parameters of a feature extraction network and the feature classification network according to the first output result, and obtaining a second output result output by the feature extraction network for the unlabeled sample, and updating network parameters of the feature extraction network according to the second output result, and carrying out object classification on the image of the target object by adopting the trained object classification model. Through the method, the accuracy and efficiency of object classification can be improved at the same time, and the defect that in the prior art, the classification efficiency is low due to the adoption of a manual classification mode is overcome.

Description

technical field [0001] The present invention relates to the technical field of image classification, and in particular provides an object classification method, a device and a computer-readable storage medium. Background technique [0002] In target object management scenarios, it is often necessary to classify and identify target objects to determine the category of each target object. For example, when managing vehicles, it is necessary to determine the model of each vehicle through vehicle classification. In order to improve the accuracy of classification, it mainly relies on manual classification, but the method of manual classification is time-consuming and labor-intensive, which greatly reduces the classification efficiency of the target object. [0003] Accordingly, there is a need in the art for a new object classification scheme to solve the above problems. SUMMARY OF THE INVENTION [0004] In order to overcome the above drawbacks, the present invention is propo...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06V10/764G06V10/82G06V10/40G06K9/62G06N3/04G06N3/08
CPCG06N3/084G06N3/045G06F18/2414
Inventor 花远肖蹇易
Owner GUANGZHOU YUNCONG INFORMATION TECH CO LTD
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