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Annotation data processing method and annotation 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 labeling accuracy

Active Publication Date: 2016-03-16
BEIJING KUANGSHI TECH +1
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  • Abstract
  • Description
  • Claims
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AI Technical Summary

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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  • Annotation data processing method and annotation data processing system
  • Annotation data processing method and annotation data processing system
  • Annotation data processing method and annotation 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 to 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 an annotation data processing method and an annotation data processing system. The annotation data processing method comprises the steps that step S110: similarity of multiple annotation results related to annotation tasks is calculated; step S120: the similarity is compared with a similarity threshold, the process goes to step S130 if the similarity is greater than or equal to the similarity threshold, and the process goes to step S140 if the similarity is less than the similarity threshold; step S130: a situation that multiple annotation results pass quality detection is determined; and step S140: a situation that multiple annotation results do not pass quality detection is determined. According to the annotation data processing method and the annotation data processing system, the quality of the annotation results is automatically detected by utilizing the similarity so that annotation staff are enabled to possibly obtain the quality of the annotation results timely and then possibly correct annotation errors timely, and thus annotation accuracy can be effectively enhanced.

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 Applications(China)
IPC IPC(8): G06K9/62
CPCG06F18/214
Inventor 许欣然高宇印奇
Owner BEIJING KUANGSHI TECH
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