/emg-data-analysis

Surface EMG signal - Feature Extraction

Primary LanguagePythonMIT LicenseMIT

EMG Pattern Recognition and Feature Extraction

Installation

  • git clone git@github.com:addu390/emg-data-analysis.git
  • pip install -r requirements.txt
  • python3 pattern.py

Details

  • signal_processing.py: Time and Frequency domain features on sEMG signal
  • signal_processing.py: Band Pass Filter and Band Stop Filter
  • pattern.py: Load data from an Excel file, Digital Signal Processing (BSF and BPF), feature extraction.