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Ralph Yamamoto's Blog Using SensiML with Arduino Nano 33 BLE Sense - Model Deployment
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  • Author Author: ralphjy
  • Date Created: 9 Feb 2021 5:26 PM Date Created
  • Views 302 views
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  • automl
  • arduino nano 33 ble sense
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Using SensiML with Arduino Nano 33 BLE Sense - Model Deployment

ralphjy
ralphjy
9 Feb 2021

This is a continuation of my previous post Using SensiML with Arduino Nano 33 BLE Sense - Additional Model Testing .

 

Now that a model has been built and tested, it's time to deploy it to the device.

 

Start within Analytics Studio using Download Model:

 

image

 

Need to specify the correct HW Platform.  Here are the targets available in the pulldown menu:

 

image

 

This downloads a zip file that includes a knowledgepack directory with 2 subdirectories - knowledgepack_project and libsensiml.

 

image

 

You need to copy all of the files from libsensiml to the lib/sensiml directory in the platformio project and the sml_recognition_run.cpp file from the knowledgepack_project to the src directory of the platformio project.

 

image

 

After that, you just need to build the project and upload it to the device.

 

The classification information will display on the Serial Port when the device is running.

 

Short video showing change in classification from Idle (2) to UpDown (4).  Sorry for the brevity of the video, I'm having some weird issues with my video capture and editing this morning image.

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