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Data marking method, device, apparatus and storage medium

A technology for data and equipment, applied in the fields of equipment and storage media, data labeling methods, and devices, can solve the problems of complicated labeling personnel management, high cost and other problems, so as to solve the problems of high cost, reduce manpower and material resources, and solve complex management problems. Effect

Inactive Publication Date: 2019-03-01
BEIJING KUANGSHI TECH
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] The data labeling method, device, equipment, and storage medium provided by the embodiments of the present invention can solve the technical problems of complex labeling personnel management and high cost existing in the prior art

Method used

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  • Data marking method, device, apparatus and storage medium
  • Data marking method, device, apparatus and storage medium
  • Data marking method, device, apparatus and storage medium

Examples

Experimental program
Comparison scheme
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no. 1 example

[0031] Since the existing data labeling requires a large number of online labeling personnel to carry out data labeling, resulting in cumbersome personnel management and high labor costs, in order to reduce the cumbersomeness of personnel management and labor costs, this embodiment first provides a data labeling method, It should be noted that the steps shown in the flowcharts of the accompanying drawings may be implemented in a computer system, such as a set of computer-executable instructions, and that although a logical order is shown in the flowcharts, in some cases, The steps shown or described may be performed in an order different than here. This embodiment will be described in detail below.

[0032] see figure 1 , is a flow chart of the data labeling method provided by the embodiment of the present invention. This method is applied to advertising devices, and the following will figure 1 The specific process shown will be described in detail.

[0033] Step S101, dis...

no. 2 example

[0066] see figure 2 , is a flow chart of the data labeling method provided by the embodiment of the present invention. This method is applied to the server. The following will be figure 2 The specific process shown will be described in detail.

[0067] Step S201, receiving target attention areas of multiple pedestrians sent by the advertising device, each of the target attention areas is used to represent the area where each pedestrian pays attention to the displayed data to be marked.

[0068] Wherein, the advertising device includes a communication module, such as a wireless communication chip, for sending the target attention area to the server.

[0069] As an implementation manner, the target attention area sent by the advertising device within a preset time period is received. That is, to count the target attention areas that all pedestrians pay attention to within the preset time period.

[0070] Wherein, the setting of the preset time period may refer to the firs...

no. 3 example

[0088] Corresponding to the data labeling method in the first embodiment, image 3 Shown is a data labeling device that adopts the data labeling method shown in the first embodiment for one-to-one correspondence. like image 3 As shown, the data labeling device 400 is applied to advertising equipment, and the data labeling device 400 includes a display unit 410 , a collection unit 420 , a first processing unit 430 , a second processing unit 440 and a sending unit 450 . Among them, the realization functions of the display unit 410, the acquisition unit 420, the first processing unit 430, the second processing unit 440, and the sending unit 450 are in one-to-one correspondence with the corresponding steps in the first embodiment. To avoid redundant description, this embodiment does not Describe in detail.

[0089] The display unit 410 is configured to display the data to be labeled.

[0090] Optionally, the display unit 410 is further configured to: determine the current disp...

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Abstract

The invention provides a data marking method, an apparatus, a device and a storage medium, belonging to the technical field of image processing. The data labeling method comprises the following steps:displaying data to be labeled; acquiring a human eye image of a pedestrian, and obtaining a point of view of the pedestrian on the data to be marked by performing line-of-sight tracking on the humaneye image; obtaining a target attention area of the data to be annotated according to the eye landing point; the target area of interest is sent to a server so that the server determines a label answer based on the target area of interest. In a way that pedestrians are utilized to view the data to be labeled displayed by the advertisement device, thereby completing the labeling of the data throughthe advertisement device in a public place and a large number of pedestrians, without employing an additional dedicated person to carry out the labeling of the data, so that the manpower and materialresources can be greatly reduced compared with the prior art.

Description

technical field [0001] The present invention relates to the field of image processing, in particular, to a data labeling method, device, equipment and storage medium. Background technique [0002] At present, the crowdsourcing labeling mode is one of the most common data labeling methods, and it widely supports common artificial intelligence or deep learning labeling tasks. However, the crowdsourced annotation model requires a large number of online annotation personnel, and the personnel management process is time-consuming and laborious, and the annotation personnel still need to be paid. Contents of the invention [0003] The data labeling method, device, equipment, and storage medium provided by the embodiments of the present invention can solve the technical problems of complicated management of labeling personnel and high cost in the prior art. [0004] In order to achieve the above object, the technical solution adopted in the embodiment of the present invention is...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06T7/187
CPCG06T7/187G06V40/193
Inventor 李广
Owner BEIJING KUANGSHI TECH
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