3D private fitness system based on OpenPose and working method thereof

Abstract

The invention provides a 3D private fitness system based on OpenPose and a working method thereof. According to the invention, real-time two-dimensional human body posture estimation is achieved through the AI human recognition technology OpenPose, objective evaluation of the posture of a user is achieved by calculating the relative positions of human body key points of a fitness crowd in a three-dimensional space and observing the confidence map and the skeleton trend of human body posture estimation, tracking of the trunk and the four limbs of the user is achieved in a customized fitness action follow-up training process, and good robustness is achieved. The 3D private fitness system has low requirements on fitness equipment and environment and has universality. By means of the 3D private fitness system, the user not only can establish correct body cognition, but also can carry out scientific shaping action follow-up training, so good posture consciousness is formed, the requirements of daily fitness exercise are met, and the purpose of improving the posture is achieved.

Description

technical field [0001] The invention belongs to the technical field of intelligent fitness equipment, and in particular relates to an OpenPose-based 3D personal fitness system and a working method thereof. Background technique [0002] In daily life, whether it is studying or working, round shoulders, stiff shoulders and neck, and inflexible scapula will appear after long-term sitting at a desk. Long-term sedentary inactivity will also cause functional impairments such as leg bending derived from poor center of gravity. Therefore, in order to improve the sub-health of the body and adjust the appearance of the body, more and more people pay attention to fitness. However, for the sake of traffic or profit, many social media are always creating a bad atmosphere, such as a trick to thin legs, three minutes to grow tall, five minutes to get out of the vest line, eight minutes to improve facial asymmetry and other false propaganda with quick results. If you confuse the concept of...

AI Technical Summary

Problems solved by technology

In addition, the comic legs and right-angled shoulders promoted by the marketing account violate the morbid beauty of human anatomy, causing the public to follow the trend blindly and eager for success, which will be counterproductive

Finally, due to the limited environment, some fitness enthusiasts can only train on the bed in the dormitory, and there will be problems such as the bed is too small, the range of motion is stuck, and the efficiency cannot be improved; the bed is too soft, which reduces the training perception and makes the movement difficult.

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