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Data annotation method and device and computing equipment

A technology of data and data sets, applied in computing, computer components, instruments, etc., can solve problems such as not supporting algorithm import, unable to verify algorithm accuracy, unable to label sample data, etc.

Pending Publication Date: 2021-09-03
ANHUI RONDS SCI & TECH INC CO
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  • Abstract
  • Description
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AI Technical Summary

Problems solved by technology

[0003] In the existing technology, the labeling of samples is generally only for trend data, and the scene covered by the sample data is single. Moreover, the existing technology only supports manual labeling and does not support the import of algorithms. It is impossible to label sample data based on algorithms, nor can it Compare the manual labeling with the algorithm-based intelligent labeling results to verify the accuracy of the algorithm

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  • Data annotation method and device and computing equipment
  • Data annotation method and device and computing equipment
  • Data annotation method and device and computing equipment

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Embodiment Construction

[0024] 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.

[0025] figure 1 is a schematic block diagram of an example computing device 100 .

[0026] Such as figure 1 As shown, in a basic configuration 102 , computing device 100 typically includes system memory 106 and one or more processors 104 . A memory bus 108 may be used for communication between the processor 104 and the system memory 106 .

[0027] Depending on the desired configuration, processor 104 may be any type of processin...

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Abstract

The invention discloses a data annotation method, which is executed in a data annotation device and comprises the following steps of: acquiring one or more pieces of structural data, and generating a data set based on the one or more pieces of structural data; establishing a corresponding labeling set based on the data set, wherein the labeling set comprises one or more labeling tasks, and each labeling task corresponds to one piece of structural data in the data set; obtaining real labeling information generated by labeling the corresponding structure data based on the labeling task; inputting the structural data in the data set into a predetermined model, and obtaining intelligent labeling information output after processing of the predetermined model; and comparing the intelligent annotation information with the real annotation information to determine the accuracy of the predetermined model. The invention also discloses a corresponding data annotation device and a computing equipment.

Description

technical field [0001] The invention relates to the technical field of artificial intelligence, in particular to a data labeling method, device and computing equipment. Background technique [0002] In the field of artificial intelligence technology, it is usually necessary to train an algorithm based on a large number of samples to improve the accuracy and precision of the algorithm. Obtaining sample data covering a variety of scenarios and labeling a large amount of sample data has become the key to improving the accuracy of the algorithm. [0003] In the existing technology, the labeling of samples is generally only for trend data, and the scene covered by the sample data is single. Moreover, the existing technology only supports manual labeling, and does not support the import of algorithms. It is impossible to label sample data based on algorithms, nor can it The accuracy of the algorithm is verified by comparing the manual labeling with the algorithm-based intelligent...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62
CPCG06F18/241G06F18/214
Inventor 王宪贾书东胡飞吴方贵
Owner ANHUI RONDS SCI & TECH INC CO
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