Mixed reality open set human body posture recognition method based on deep learning
A technology of human body posture and mixed reality, applied in the field of wearable sensors, to achieve the effect of facilitating subsequent processing operations
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[0022] Such as image 3 As shown, this embodiment relates to a mixed reality open-set human gesture recognition method based on wearable sensor devices and deep learning, and the specific steps include:
[0023] Step 1: Build a neural network.
[0024] The input data of the neural network of the mixed reality-based open-set human body posture recognition algorithm adopted in this embodiment are the human body posture data generated by the virtual IMU and the real human body posture data collected by wearable sensors, and are migrated from the virtual domain IMU data to The mixed reality method of real domain IMU data only uses a small amount of labeled real IMU data, and the adversarial training strategy enables the network model to accurately recognize known actions while including the ability to detect unknown human behavior actions.
[0025] Such as figure 2 As shown, the neural network of the open-set human gesture recognition algorithm based on mixed reality includes: ...
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