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A method and device for acquiring body data based on machine learning

A body data and acquisition method technology, applied in the direction of measuring devices, image data processing, details involving 3D image data, etc., can solve the problems of inaccurate body data detection results, inconvenient use, complex device structure, etc., and achieve functional detection Improve, protect privacy, and facilitate data collection

Active Publication Date: 2020-03-17
山东碧海服饰有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The present invention provides a body data acquisition method and device based on machine learning, which overcomes the problems of inaccurate body data detection results, complicated device structure, and inconvenient use in the prior art.

Method used

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  • A method and device for acquiring body data based on machine learning
  • A method and device for acquiring body data based on machine learning
  • A method and device for acquiring body data based on machine learning

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Embodiment 1

[0035] This embodiment provides a body data acquisition method based on machine learning. The present invention uses the training data marking method to quickly mark and divide the human body semantics, and can accurately reconstruct the algorithm model of the body in complex backgrounds and scenes of different distances. , providing body data information. figure 1 It is a flowchart of a body data acquisition method based on machine learning, and the method includes the following steps:

[0036] (1) Obtain the image and weight of the measurer.

[0037] Specifically, a monocular camera is used to capture an image of the measurer, and the weight of the measurer is obtained.

[0038] (2) Combining the image and body weight of the measurer with the 3D model of the human body, and outputting the 3D model of the measurer's human body with textures and body data information.

[0039] Among them, the generation method of the human body 3D model is as follows:

[0040] a. Randomly s...

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Abstract

The invention discloses a method and a device for acquiring body data based on machine learning. The method comprises the following steps: acquiring an image and weight of a tested person; combining the image and weight of the tested person with a 3D model of human body; outputting the body data information and a chartlet-attached 3D model of human body of the tested person. The invention also provides the device for acquiring body data based on machine learning. The device comprises a device body and a weighting scale; the device body comprises a display, a camera and a console; the console comprises an identity recognition device, a controller and a printer; the display, the camera, the identity recognition device and the printer are respectively electrical connected with the controller;the weighting scale is in communication connection with the controller. The method and the device provided by the invention have no special requirement for clothing; the acquired body data is not influenced by the clothing; the posture and gesture of human body can be accurately predicted under the condition of guaranteeing the state of wearing ordinary clothing; the convenience in measuring bodycan be greatly promoted.

Description

technical field [0001] The invention belongs to the technical field of human body data measurement, and in particular relates to a method and device for acquiring body data based on machine learning. Background technique [0002] The traditional way of obtaining human body shape data through manual measurement requires that the measurer must be able to contact the person being measured, and remote measurement cannot be realized, and there are many possible errors in this traditional measurement method. With the continuous development of 3D technology, the development of human body 3D scanner has also been completed. However, the use of full-body scanning technology requires the human body to be fully exposed to obtain a human body model, and the equipment is expensive and bulky, and remote measurement is still not possible. The high price is also difficult to widely popularize in daily life. Existing anthropometric instruments rely on depth equipment, the function detection...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): A61B5/107G01G19/50G06T15/04G06T17/00
CPCA61B5/1075A61B5/1078A61B5/1079A61B5/7264G01G19/50G06T15/04G06T17/00G06T2200/04G06T2200/08
Inventor 王广张格堃
Owner 山东碧海服饰有限公司