Label quality monitoring method and device, computer equipment and storage medium

Abstract

The invention relates to a label quality monitoring method and device, computer equipment and a storage medium. The computer equipment marks data according to the standard; adopting a preset quantification algorithm to quantify the labeling task quality of the labeling person; monitoring the labeling task quality of the labeling person according to the quantification result; Therefore, the qualityof the labeling task of the labeling person is automatically quantized through the computer equipment, so that the auditing of the labeling task is automatic, the quality of each labeling task can beintuitively observed according to the quantization result, the work of the labeling person can be conveniently examined, and the efficiency of monitoring the labeling quality is greatly improved.

Description

technical field [0001] The present application relates to the technical field of data labeling, in particular to a labeling quality monitoring method, device, computer equipment and storage medium. Background technique [0002] In recent years, with the development of high-performance graphics processing units (Graphics Processing Unit, referred to as GPU) and the further research of deep learning technology, the application of deep learning technology in driverless perception algorithms is also increasing. , for deep learning, high-quality labeled data largely determines the final accuracy of deep learning algorithms. [0003] In order to improve the sample data of deep learning, a large number of annotators are required to carry out the annotation work. In order to improve the quality of labeling, managers must monitor the quality of labeling tasks performed by labelers. However, labeling tasks performed by labelers usually have no standard value. That is to say, when man...

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Problems solved by technology

[0005] Based on this, it is necessary to better quantify the quality of labeling tasks performed by labelers and improve the efficiency of monitoring labeling quality, thereby promoting labelers to improve the quality of labeling has become a technical problem to be solved urgently, providing a labeling quality monitoring method and device , computer equipment and storage media

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