Human body integrity data labeling method and device and terminal equipment

A complete and human body technology, applied in the field of data processing, can solve problems such as long labeling time, labor and material resources consumption, error-prone, etc., to achieve the effect of increasing the labeling speed and reducing the use of manpower and material resources

Active Publication Date: 2020-02-28
SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In view of this, the embodiment of the present application provides a human body integrity data labeling method, device, and terminal equipment to solve the problem of human body integrity data labeling in the prior art, which consumes a lot of manpower and material resources, and labeling time. Long and error-prone, which is not conducive to the rapid iteration of products

Method used

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  • Human body integrity data labeling method and device and terminal equipment
  • Human body integrity data labeling method and device and terminal equipment
  • Human body integrity data labeling method and device and terminal equipment

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Embodiment 1

[0042] The following describes a human body integrity data labeling method provided in Embodiment 1 of this application, please refer to the attached figure 2 , the human body integrity data labeling method in Embodiment 1 of the present application includes:

[0043] Step S201, acquiring an image to be labeled;

[0044] When human body integrity data labeling is required, the image to be labeled is first obtained.

[0045] Wherein, the image to be marked can be an image confirmed to have a human body area after preliminary screening, and the human body integrity data labeling method is carried out through the human body integrity data labeling method of this embodiment; or, the image to be marked can also be an image that has not been pre-processed It is impossible to determine whether the original image contains a human body region, and the human body recognition and human body integrity data labeling are performed through the human body integrity data labeling method of t...

Embodiment 2

[0194] Embodiment 2 of the present application provides a human body integrity data labeling device. For the convenience of description, only the parts related to the present application are shown, such as image 3 As shown, the human body integrity data labeling device includes,

[0195] An image acquisition module 401, configured to acquire an image to be marked;

[0196] A frame detection module 402, configured to perform human body detection on the image to be labeled to obtain a first human body frame;

[0197] The part detection module 403 is used to detect the key points of the human body on the image to be marked, and determine the part information of the human body according to the detected key points of the human body;

[0198] The visible area module 404 is configured to perform human body area detection on the image to be labeled to obtain labeling information of the visible area of ​​the human body;

[0199] The information association module 405 is configured t...

Embodiment 3

[0216] Figure 5 It is a schematic diagram of a terminal device provided in Embodiment 3 of the present application. Such as Figure 5 As shown, the terminal device 5 of this embodiment includes: a processor 50 , a memory 51 , and a computer program 52 stored in the memory 51 and operable on the processor 50 . When the processor 50 executes the computer program 52, it implements the steps in the embodiment of the human body integrity data labeling method, for example figure 1 Steps S201 to S205 are shown. Alternatively, when the processor 50 executes the computer program 52, it realizes the functions of the modules / units in the above-mentioned device embodiments, for example figure 2 The functions of modules 401 to 405 are shown.

[0217] Exemplarily, the computer program 52 can be divided into one or more modules / units, and the one or more modules / units are stored in the memory 51 and executed by the processor 50 to complete this application. The one or more modules / unit...

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Abstract

The invention is suitable for the technical field of data processing, and provides a human body integrity data labeling method and device and terminal equipment. The method comprises the steps of acquiring a to-be-labeled image; performing human body detection on the to-be-labeled image to obtain a first human body frame; performing human body key point detection on the to-be-labeled image, and determining human body part information according to the detected human body key points; performing human body region detection on the to-be-labeled image to obtain human body visible region labeling information; and determining human body part information associated with the first human body frame and human body visible region labeling information associated with the first human body frame, and completing human body integrity data labeling of the first human body frame. The human body integrity data labeling method and device can solve the problems that in the prior art, human body integrity data labeling is conducted in a manual labeling mode, a large number of manpower and material resources are consumed, labeling time is long, errors are prone to occurring, and rapid iteration of products is not facilitated.

Description

technical field [0001] The present application belongs to the technical field of data processing, and in particular relates to a human body integrity data labeling method, device and terminal equipment. Background technique [0002] In the field of smart security, pedestrian re-identification and pedestrian attribute recognition are of great significance. However, in the process of actual application, it is difficult for the camera to capture images that fully meet the requirements. In the images captured by the camera, human body truncation and human body occlusion may appear, which increases the difficulty of recognition by the human body recognition algorithm. [0003] Therefore, accurately evaluating the integrity of the human body in the image has become an extremely important link in human body recognition. The existing technology evaluates the integrity of the human body in the image by training the human body integrity estimation model, but a large amount of data l...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/34
CPCG06V40/10G06V10/26G06V40/103G06V10/422G06T7/11G06T7/70G06V20/70G06V10/22G06V2201/07G06T2207/20021G06T2207/30196
Inventor 吴涛胡文泽王孝宇
Owner SHENZHEN INTELLIFUSION TECHNOLOGIES CO LTD
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