From Zero to Machine Learning

Control MetaWear wearable sensors to classify movement. Let’s build Streamy, a barebones app using Swift, Combine, CoreML, and SwiftUI.

1hr 5min Estimated Time

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The Streamy app icon: A hummingbird flying above binary code.

Find and connect to nearby devices with iCloud-synced metadata.

  1. Adding MetaWear to a Project
    5min
  2. Connecting to MetaWears
    15min

Download data from selected sensors into CSV format.

  1. Logging Sensor Data
    15min

Train and apply your own machine learning model to classify user movement.

  1. Training an Activity Classifier
    15min
  2. Using a CoreML Model
    15min