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Human body key point detection method and device, electronic device and storage medium

A detection method and technology for the location of key points, applied in neural learning methods, character and pattern recognition, instruments, etc., can solve problems such as no solutions, and achieve the effect of ensuring high efficiency and accuracy

Active Publication Date: 2019-10-18
SHENZHEN SENSETIME TECH CO LTD
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  • Abstract
  • Description
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AI Technical Summary

Problems solved by technology

For application scenarios such as somatosensory games and human dynamic monitoring, there is currently no effective solution for how to achieve accurate human key point detection when the human body is in motion

Method used

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  • Human body key point detection method and device, electronic device and storage medium
  • Human body key point detection method and device, electronic device and storage medium
  • Human body key point detection method and device, electronic device and storage medium

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Embodiment Construction

[0080] Various exemplary embodiments, features, and aspects of the present disclosure will be described in detail below with reference to the accompanying drawings. The same reference numbers in the figures indicate functionally identical or similar elements. While various aspects of the embodiments are shown in drawings, the drawings are not necessarily drawn to scale unless specifically indicated.

[0081] The word "exemplary" is used exclusively herein to mean "serving as an example, embodiment, or illustration." Any embodiment described herein as "exemplary" is not necessarily to be construed as superior or better than other embodiments.

[0082] The term "and / or" in this article is just an association relationship describing associated objects, which means that there can be three relationships, for example, A and / or B can mean: A exists alone, A and B exist simultaneously, and there exists alone B these three situations. In addition, the term "at least one" herein mean...

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Abstract

The invention relates to a human body key point detection method and device, an electronic device and a storage medium, and the method comprises the steps: responding to the detection that an image contains a human body, extracting two-dimensional coordinate data for marking the positions of human body key points in the image, and obtaining 2D pose data; and performing human body key point featurefusion on the 2D pose data and the depth data corresponding to the human body key point position to obtain 3D pose data for identifying the human body key point position. According to the invention,accurate human body key point detection can be realized when a human body is in a motion state.

Description

technical field [0001] The present disclosure relates to the technical field of human body detection, and in particular to a human body key point detection method and device, electronic equipment, and a storage medium. Background technique [0002] Among related technologies, human body key point detection technology is an application developed based on deep learning algorithms. In the context of continuous improvement of computer computing power and continuous expansion of data sets, deep learning algorithms, as an important branch of machine learning, have been applied to various industries. However, for application scenarios such as somatosensory games and human body dynamic monitoring, there is currently no effective solution for how to achieve accurate human body key point detection when the human body is in motion. Contents of the invention [0003] The present disclosure proposes a technical scheme for detecting key points of a human body. [0004] According to on...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/62G06K9/00
CPCG06V40/10G06F18/253G06V10/82G06N3/08G06N3/045G06V10/462G06V10/24G06F18/25
Inventor 刘文韬郭玉京王勇望钱晨李佳桦
Owner SHENZHEN SENSETIME TECH CO LTD
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