Unlock instant, AI-driven research and patent intelligence for your innovation.

Label data auditing method and device

A technology of labeling data and identifying data, which is applied in the field of data processing, can solve the problems of low review efficiency and large review volume of marked data, and achieve the effect of improving review efficiency

Active Publication Date: 2019-09-13
THE FOURTH PARADIGM BEIJING TECH CO LTD
View PDF5 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

It can be seen that this manual review method completely relies on the auditor's active identification to complete the review, the review volume of marked data is huge, and the review efficiency is low

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Label data auditing method and device
  • Label data auditing method and device
  • Label data auditing method and device

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0023] Hereinafter, exemplary embodiments of the present disclosure will be described in more detail 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 can be implemented in various forms and should not be limited by the embodiments set forth herein. On the contrary, these embodiments are provided to enable a more thorough understanding of the present disclosure and to fully convey the scope of the present disclosure to those skilled in the art.

[0024] Such as figure 1 As shown, the embodiment of the present invention provides a method for reviewing annotated data, and the method mainly includes:

[0025] 101. Obtain a confidence value of each annotation data in an unreviewed annotation data set, where the confidence value is related to the correct probability of the annotation of the corresponding annotation data.

[0026] In practical applications, th...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention discloses a label data auditing method and device, and relates to the technical field of data processing, mainly aiming to improve the auditing efficiency of label data. According to themain technical scheme, the label data auditing method comprises the steps: acquiring confidence values of all label data in an unaudited label data set, wherein the confidence values are related to the correct probability of labels of the corresponding label data; and assisting a manual auditing process of the label data based on the confidence value of the label data.

Description

Technical field [0001] The present invention relates to the technical field of data processing, in particular to a method and device for reviewing labeled data. Background technique [0002] With the advent of the era of big data, the amount of data in many industries has grown exponentially. In order to better utilize the massive data, the data is usually labeled so that the data can better drive various activities such as production, operation, and life. When data is applied to scenarios such as machine learning and data mining, in order to make the labeled data better and more accurate, it is usually necessary to review the labeled data. [0003] Currently, manual review is usually used to review the marked data. During manual review, the reviewer needs to manually review the labeled data one by one, and all the labeled data must be reviewed one by one to complete the entire manual review process. It can be seen that this manual review method completely relies on the active i...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
IPC IPC(8): G06F16/215G06F16/23G06Q10/10
CPCG06Q10/103G06F16/215G06F16/23
Inventor 陈天伦张孝磊
Owner THE FOURTH PARADIGM BEIJING TECH CO LTD