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Data labeling method and device, electronic equipment and storage medium

A data and memory technology, applied in the fields of devices, electronic equipment and storage media, and data labeling methods, can solve the problem of high labor costs and achieve the effect of reducing data labeling costs

Active Publication Date: 2019-06-14
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This manual labeling method consumes a lot of manpower. For example, in the process of deep learning, a large number of labeled images need to be used. In this case, the manual labeling method has a high labor cost.

Method used

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  • Data labeling method and device, electronic equipment and storage medium
  • Data labeling method and device, electronic equipment and storage medium
  • Data labeling method and device, electronic equipment and storage medium

Examples

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Embodiment Construction

[0057] Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the following exemplary examples do not represent all implementations consistent with the present invention. Rather, they are merely examples of apparatuses and methods consistent with aspects of the invention as recited in the appended claims.

[0058]In order to solve the above technical problems, embodiments of the present disclosure provide a data labeling method, device, electronic equipment, and storage medium. The method and device can be applied to various electronic devices, which are not specifically limited. A data labeling method provided by an embodiment of the present disclosure is firstly introduced below.

[0059] Such ...

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Abstract

The invention relates to a data labeling method, a device, electronic equipment and a storage medium. The method comprises the following steps of: obtaining a sample; matching the sample label of thesample data with a first output label added to the sample data again by the classification model; adjusting the classification model based on the matching result, and adding a label to the to-be-labeled data based on the matching result of the first candidate label of the to-be-labeled data output by the classification model and the second candidate label of the to-be-labeled data output by the adjusted classification model. Thus, in the scheme, the classification model is adjusted, the more accurate classification model is used for marking the to-be-marked data, and compared with manual marking, the data marking cost is reduced.

Description

technical field [0001] The present disclosure relates to the technical field of data processing, and in particular to a data labeling method, device, electronic equipment, and storage medium. Background technique [0002] In some scenarios, image data, text data, or other types of data need to be labeled. Labeling can be understood as adding labels to data. For example, when labeling a target in an image, the added label can include whether it is a person, whether it is a vehicle, and so on. For another example, when labeling a person in an image, the added label may include the person's gender, identity, clothing information, etc. For another example, when labeling text data, the added labels may include semantic information such as subjects and predicates. These labeled data can be applied in various fields such as deep learning and data clustering. [0003] At present, manual labeling is generally used. For example, when labeling a person in an image, information such ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62
Inventor 张志伟王希爱郑仲奇
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD