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Motor Bearing Fault

A simple timeseries classification example classify 5 bearing fault types plus normal operation from vibration data.

How to Run

After completing the repository setup, run the following command from the tinyml-modelzoo directory:

Windows:

.\run_tinyml_modelzoo.bat examples\motor_bearing_fault\<config_file>

Linux:

./run_tinyml_modelzoo.sh examples/motor_bearing_fault/<config_file>

Available Default Configurations For Each Device Family

  • config.yaml - F28P55
  • config_MSPM0.yaml - MSPM0G5187