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@ -10,16 +10,16 @@ You will need to create two .txt files in the base directory:
CURRENT STATUS: CURRENT STATUS:
Right now the project does not yet fulfill its purpose. Right now the project does not yet fulfill its primary purpose (responding to biometrics).
If you execute the project as-is, it will connect to the miband and plot HR and gyroscope data to the screen. If executed now, it will:
I'm currently working on massaging the returned data to create signals that can be usefully incorporated into a detection algorithm. * Log raw and averaged biometric data to disk
* Vibrate in a random pattern every 30 minutes (adjustable)
GOALS: GOALS:
* Publish statistics to Google Sheets or other easy-to-use target. I'd like to make this usable by non-technical folks, so S3 buckets and CloudWatch are out of scope. * Publish statistics to Google Sheets or other easy-to-use target. I'd like to make this usable by non-technical folks, so S3 buckets and CloudWatch are out of scope.
* Incorporate an LSTM neural network as the detection algorithm. This will require a dedicated "training period", as each user will likely produce different signals. * Incorporate an LSTM neural network as the detection algorithm. This will require a dedicated "training period", as each user will likely produce different signals.
* Create a GUI dashboard to display sleep statistics and other controls. My vision for the end product is a standalone RasPi device with a 7" touchscreen display. * Create a GUI dashboard to display sleep statistics and other controls. My vision for the end product is a standalone RasPi device with a 7" touchscreen display.
* Add support for multiple (cheap) fitness trackers. I'd like this work to be usable by low-income folks who can't afford Apple Watches. * Add support for multiple (cheap) fitness trackers. I'd like this work to be usable by low-income folks who can't afford Apple Watches.
* Create a framework to incorporate additional biometrics/signals as they become available. For example, SpO2, galvanic skin response, respiration, BP, etc.
* Create a holistic sleep-tracking interface to provide users the ability to clearly observe the effects of things like changes in routine, medication, diet, etc. * Create a holistic sleep-tracking interface to provide users the ability to clearly observe the effects of things like changes in routine, medication, diet, etc.