Human body action recognition method based on skeleton key point detection
A human action recognition and action recognition technology, applied in the field of action recognition, can solve the problems of difficult operation and poor portability of the recognition method, and achieve the effects of strong anti-irritability, simple operation and strong portability.
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[0028] The present invention will be described in detail below in conjunction with the drawings and specific embodiments.
[0029] The present invention is a new technology for detecting key points. The method for detecting key points of human bones based on deep learning effectively fuses information of different scales and tasks, so that the way of information fusion develops from flat to three-dimensional, which is critical to human bones. The model development of point detection has practical significance.
[0030] The present invention is a human action recognition method based on bone key point detection, such as figure 1 As shown, follow the steps below:
[0031] Step 1. Obtain multiple video segments of each standard action of the computer vision system, and perform data preprocessing on each video segment;
[0032] The specific process of collecting multiple video segments for each standard action is: collecting two people doing the same standard action at three different ang...
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