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Annotation data auditing method and device, terminal and storage medium

A technology for labeling data and databases, applied to terminals and storage media, review methods for labeling data, and device fields, which can solve the problems of low review efficiency and achieve the effect of improving review efficiency

Pending Publication Date: 2022-01-14
HANGZHOU HIKVISION DIGITAL TECH
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  • Abstract
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Problems solved by technology

[0005] The problem with this approach is that reviewers need to review the full amount of labeled data one by one, and the review efficiency is low.

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  • Annotation data auditing method and device, terminal and storage medium
  • Annotation data auditing method and device, terminal and storage medium
  • Annotation data auditing method and device, terminal and storage medium

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Embodiment Construction

[0068] In order to make the purpose, technical solution and advantages of the present disclosure clearer, the implementation manners of the present disclosure will be further described in detail below in conjunction with the accompanying drawings.

[0069] First, an introduction to the technical terms involved in the manual:

[0070] Labeling (cleaning): For various data such as pictures, audio, video, and text, complete the work of classifying, drawing borders, annotating, marking, and labeling some of its attributes.

[0071] Raw data: pictures, audio, video, text and other data that have not been manually labeled.

[0072] Annotated data (structured data): various data such as images, audio, video, and text that have been manually annotated.

[0073] Review: Checks and checks on labeled data.

[0074] figure 1 It is a schematic diagram of an implementation environment provided by an embodiment of the present disclosure. see figure 1 , the implementation environment inc...

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Abstract

The invention provides an annotation data auditing method and device, a terminal and a storage medium, and belongs to the technical field of Internet. The method comprises the following steps: acquiring annotation data of a plurality of images, wherein the annotation data of any image comprises a target object in the image and attribute information of the target object; according to the annotation data of each image, determining target information of each target object in the multiple images, and where the target information of any target object comprises attribute information of the target object and an identifier of the target object; according to the target information of each target object, clustering the images of the target type in the plurality of images to obtain a clustering result; and according to a clustering result, performing batch auditing on the annotation data of the plurality of images. According to the method, since the types of the images subjected to batch auditing are the same, batch auditing is carried out, and the auditing efficiency of the annotation data can be greatly improved.

Description

[0001] This application claims the priority of the Chinese patent application filed on July 14, 2020 with the application number 202010676016.X and the title of the invention is "Approval method, device, terminal and storage medium for marking data", the entire contents of which are incorporated by reference in this application. technical field [0002] The present disclosure relates to the technical field of the Internet, and in particular to a method, device, terminal and storage medium for reviewing marked data. Background technique [0003] In the field of deep learning, model training requires a large amount of labeled data, and manual labeling is an important production method for labeling data. For example, when labeling images, labeling personnel are required to label the target object in the image and the location of the target object attribute information. Since the accuracy of labeled data has a crucial impact on the training results, the review of labeled data i...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/55G06F16/51G06F16/583
CPCG06F16/55G06F16/51G06F16/583
Inventor 郑佳俊陈杰杨见宝
Owner HANGZHOU HIKVISION DIGITAL TECH
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