Abstract
With the development and extension of the Internet of Things technology, many fields have already involved the Internet of Things technology, and its application in dance training has gradually emerged. In order to guide dance training and solve the hidden dangers of dance training, this article mainly introduces the application of posture recognition service system based on information fusion intelligent sensor in dance training. This article uses human body detection, computer interactive Boosting algorithm calculations and establishes standard dance poses. The difference between the trainer’s posture and the standard posture can be clearly seen on the posture recognition service platform. The error is only less than 5%, and it can also help the trainer find their own mistakes in time. Dance and correct your posture in time, and it can reduce the error rate of difficult dances and reduce the error rate of 10%-20%. In addition, through the survey on the satisfaction survey of the security services of the gesture recognition service platform, the satisfaction rate is as high as 90%. Thereby, while ensuring safe training, the dance quality and level of trainers are improved.
Highlights
Connecting dance training with the gesture recognition service platform is of great significance to the dance training process and results
This article combines the posture recognition service platform based on information fusion smart sensors to collect standard dance moves, analyze the gap between the trainer and the standard dance, so that the trainer can intuitively feel the gap, and help the trainer discover themselves in time during dance training
By combining dance training with information fusion smart sensors to recognize postures, apply information fusion smart sensors and other technologies to capture the entire training movement and collect dance movement data and match and compare with standard movements to analyze user movements and standards The size of the gap in the direction of the action bones allows the user to find the gap more intuitively. This method enables the majority of dance teaching workers, dancers, and dance learners who have a strong demand in teaching and self-study to make accurate adjustments to their unstandardized dance gestures, thereby ensuring the accuracy of dance gestures in training
Summary
By combining dance training with information fusion smart sensors to recognize postures, apply information fusion smart sensors and other technologies to capture the entire training movement and collect dance movement data and match and compare with standard movements to analyze user movements and standards The size of the gap in the direction of the action bones allows the user to find the gap more intuitively. This method enables the majority of dance teaching workers, dancers, and dance learners who have a strong demand in teaching and self-study to make accurate adjustments to their unstandardized dance gestures, thereby ensuring the accuracy of dance gestures in training. The innovation of this paper is to use the combination of smart sensors and gesture recognition services and make full use of the advantages of smart sensors of the Internet of Things to give play to the construction and use of the gesture recognition service platform, thereby providing assistance to dance training and promoting the combined development of dance field and technology [13, 14]
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