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Hand Gesture Recognition

Dataset : Nina-Pro

  • Number of Channel : 12
  • Number of Class : 17
  • Sampling Frequency : 2,000 Hz

Model Training

  • Multi-Layer Perceptron (MLP)
  • Activation Function : ELU
  • Optimizer : NAdam
  • Dropout : True

Inference

  • Train Accuracy : 0.9505
  • Test Accuracy : 0.7665

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Repository for Undergraduate Research Student Task

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