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Data acquisition method, electronic equipment and storage medium

A technology for data collection and motion data, applied in the field of computer vision, can solve the problems of few applicable scenarios, low efficiency, and high labor costs, and achieve the effect of reducing manual operations, improving efficiency, and reducing labor costs.

Pending Publication Date: 2020-07-03
CLOUDMINDS BEIJING TECH CO LTD
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Problems solved by technology

[0003] The inventors found that there are at least the following problems in related technologies: currently, the model of human body pose estimation is trained by deep learning, and the accuracy of the model for human body pose estimation depends on a large amount of data including human body pose, and the human body pose data used for training is usually Obtained by manual collection, the labor cost is high, the efficiency is low, and there are few applicable scenarios

Method used

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  • Data acquisition method, electronic equipment and storage medium
  • Data acquisition method, electronic equipment and storage medium
  • Data acquisition method, electronic equipment and storage medium

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Embodiment Construction

[0023] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention more clear, various implementation modes of the present invention will be described in detail below in conjunction with the accompanying drawings. However, those of ordinary skill in the art can understand that, in each implementation manner of the present invention, many technical details are provided for readers to better understand the present application. However, even without these technical details and various changes and modifications based on the following implementation modes, the technical solution claimed in this application can also be realized.

[0024] There are many ways to estimate the human body pose, for example, by wearing measurement equipment, the cost of the measurement equipment in this way is very high, and the measurement process is complicated; it can also be measured by a 3D camera and estimate the position of each joint of the human bod...

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Abstract

The embodiment of the invention relates to the technical field of computer vision, and discloses a data acquisition method, electronic equipment and a storage medium. The data acquisition method comprises the following steps: selecting a target person from a plurality of stored person models, and / or selecting a target scene from a plurality of stored scene models; controlling the target person tomove in the target scene; acquiring motion data of the target person at different acquisition moments, wherein each piece of motion data comprises an acquired image of the target person and position information of each joint of the target person in the image. By adopting the implementation mode, the data for human body posture estimation can be quickly generated, the data acquisition efficiency isimproved, and the data acquisition cost is reduced.

Description

technical field [0001] Embodiments of the present invention relate to the technical field of computer vision, and in particular, to a data collection method, electronic equipment, and storage media. Background technique [0002] Human pose estimation refers to locating the position of each body part of the human body in an image or video. It is used in many fields, such as: human-computer interaction, action recognition, character comparison, etc. In human-computer interaction, game characters can be controlled by human gestures; in film and television and game production, animations of characters can be produced based on human gesture estimation. Human body posture estimation can also be used for intelligent security and monitoring, for example, by detecting human posture and analyzing human behavior to achieve security and monitoring. [0003] The inventors have found that there are at least the following problems in related technologies: currently, the model of human bo...

Claims

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Application Information

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IPC IPC(8): G06K9/00
CPCG06V40/20G06V40/10G06V20/52
Inventor 徐泽元付强
Owner CLOUDMINDS BEIJING TECH CO LTD
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