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Method, device, equipment and readable storage medium for providing labels

A technology of labeling and labeling words, which is applied in the field of deep learning, can solve the problems of low availability of labeling data and inaccurate labels, and achieve the effects of improving accuracy, saving labeling resources, and increasing the available ratio

Active Publication Date: 2022-05-24
BEIJING DAJIA INTERNET INFORMATION TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] However, because related technologies only use default labels for labeling, the default labels are sometimes inaccurate, resulting in low availability of labeling data in the labeling system

Method used

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  • Method, device, equipment and readable storage medium for providing labels
  • Method, device, equipment and readable storage medium for providing labels
  • Method, device, equipment and readable storage medium for providing labels

Examples

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Embodiment Construction

[0053] Exemplary embodiments will be described in detail herein, examples of which are illustrated in the accompanying drawings. Where the following description refers to the drawings, the same numerals in different drawings refer to the same or similar elements unless otherwise indicated. The implementations described in the illustrative examples below are not intended to represent all implementations consistent with this application. Rather, they are merely examples of apparatus and methods consistent with some aspects of the present application as recited in the appended claims.

[0054] The embodiment of the present application provides a method for providing a label, and the method can be applied to figure 1 in the implementation environment shown. figure 1 In the device, at least one device 11 for providing tags and a server 12 are included, and the device 11 for providing tags can communicate with the server 12 to download content from the server 12 . Alternatively, ...

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PUM

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Abstract

The application discloses a method, device, device and readable storage medium for providing labels, which belong to the technical field of deep learning. The method includes: predicting the first label of the target content based on the deep learning model; obtaining the second label having correlation with the first label according to the first label; providing the first label and the second label as the label of the target content to the labeling system label. The first label of the target content is predicted by the deep learning model. Since the first label has higher labeling accuracy than the default label, the accuracy of the label provided to the labeling system can be improved. In addition, the first tag and the second tag related to the first tag are provided to the tagging system as tags of the target content, which further increases the available ratio of tagged data, thereby saving tagging resources.

Description

technical field [0001] The present disclosure relates to the field of deep learning technologies, and in particular, to a method, apparatus, device, and readable storage medium for providing tags. Background technique [0002] In recent years, deep learning has been widely used in related fields such as video image, speech recognition, natural language processing, etc. In the process of applying deep learning, it is necessary to set labels for the target content, and provide the label of the target content to the labeling system. The target content is labeled to obtain labeled data, so as to generate a deep learning model based on a large amount of labeled data. [0003] Taking the target content as an image as an example, when the related technology provides a label, for the consideration of page length and the operability of the labeling personnel, the general system will randomly provide a default label for the image, and provide the default label to the labeling system. ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06V10/774G06K9/62G06F16/22
Inventor 张志伟夏雨赵伟阳
Owner BEIJING DAJIA INTERNET INFORMATION TECH CO LTD