Multi-perception man-machine interaction system and method in commercial fitness scene

Abstract

The invention discloses a multi-perception man-machine interaction system and method in a commercial fitness scene, relates to the technical fields of deep learning, machine vision, multi-sensor fusion and the like, and aims to solve the problems of insufficient coaches and different professionals in an existing fitness environment. The system comprises an information collection module, an information processing / recording module and a man-machine interaction module; the information collection module collects user ID information and sensor / human body posture information, then carries out information processing and recording, and completes error correction and data analysis; and finally a processing result is displayed through the man-machine interaction module, and user feedback is carried out at the same time. All the modules of the system cooperate with one another, the functions of information input, information acquisition, information processing and information display are completed, timely adjustment can be performed according to user requirements, intelligent reconstruction of a commercial gymnasium can be completed, and the daily requirements of body builders are met.

Description

technical field [0001] The present invention proposes a multi-sensing human-computer interaction system and method in a commercial fitness environment, which is used for tester exercise qualification and effect monitoring in a commercial fitness environment. The method involves the technical fields of deep learning, machine vision, and multi-sensor fusion. Background technique [0002] With the improvement of people's living standards, people pay more and more attention to their health, and the demand for fitness is getting higher and higher. Traditional large-scale gyms are mainly distributed in first- and second-tier cities across the country, mainly based on the "annual card + private training" model. It occupies a large area, requires high investment in rent, equipment, and personnel costs, lacks professional and high-quality coaches, and the coaches are highly mobile, so a "reform" is urgently needed. The new gym exercise mode including intelligent perception can effec...

AI Technical Summary

Problems solved by technology

Human key bone point detection is one of the basic algorithms of computer vision. At present, there are open resource packages, such as the supporting development kit SDKV2 for the kinect sensor. However, it still faces a big test in terms of accurate recognition of multiple people.

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