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Annotated data processing method and annotated data processing system

A technology for labeling data and processing methods, applied in the field of data processing, can solve problems such as long time intervals, and achieve the effect of improving the accuracy of labeling

Active Publication Date: 2019-04-19
BEIJING KUANGSHI TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

Existing data labeling systems rely entirely on manual quality checks to control labeling accuracy, so the time interval between manual labeling completion and quality checks may be very long, making it difficult to correct labelers’ errors in a timely manner

Method used

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  • Annotated data processing method and annotated data processing system
  • Annotated data processing method and annotated data processing system

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Embodiment Construction

[0013] Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited by the embodiments set forth herein. Rather, these embodiments are provided for more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0014] According to one aspect of the present invention, a method for processing labeled data is provided. figure 1 A flowchart of a method 100 for processing annotation data according to an embodiment of the present invention is shown.

[0015] Such as figure 1 As shown, the annotation data processing method 100 includes the following steps.

[0016] Step S110: Calculate the similarity of multiple labeling results related to the...

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Abstract

The invention discloses a label data processing method and a label data processing system. The labeling data processing method includes: step S110: calculating the similarity of multiple labeling results related to the labeling task; step S120: comparing the similarity with the similarity threshold, if the similarity is greater than or equal to the similarity threshold, go to Step S130, if the similarity is less than the similarity threshold, go to step S140; Step S130: determine that multiple labeling results pass the quality inspection; and Step S140: determine that multiple labeling results fail the quality inspection. According to the labeling data processing method and labeling data processing system provided by the present invention, since the quality of the labeling results is automatically detected by using the similarity, it is possible for the labeling personnel to know the quality of the labeling results in time, and it is possible to correct labeling errors in time, which can effectively improve the quality of labeling results. labeling accuracy.

Description

technical field [0001] The invention relates to the field of data processing, in particular to a method for processing marked data and a system for processing marked data. Background technique [0002] Machine training (or learning) usually requires a large amount of labeled data as a training set. The larger the amount of labeled data, the more helpful the training effect. Therefore, how to efficiently and accurately label data has become an urgent problem to be solved. The data labeling process of the existing data labeling system usually includes: releasing a labeling task including one or more labeling units, performing manual labeling, and performing manual quality inspection, etc. Existing data labeling systems rely entirely on manual quality checks to control labeling accuracy, so the time interval between manual labeling completion and quality checks may be very long, making it difficult to correct labelers' mistakes in a timely manner. Contents of the invention ...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62
CPCG06F18/214
Inventor 许欣然高宇印奇
Owner BEIJING KUANGSHI TECH CO LTD
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