Data Collection Firmware
Data Capture Lab Integration
The SensiML Analytics Toolkit uses an AutoML approach to build smart applications by using sensor data files to train a model to detect the events in your application. The SensiML Data Capture Lab is an application that is used for collecting training data directly from your device, importing external CSV/WAV files, and labeling the data to be used for training your model.
Building Data Collection Firmware
The Data Capture Lab can collect sensor data from any third-party hardware that implements the Simple Streaming Interface. See more on how to integrate your device into the Data Capture Lab in the Adding Custom Device Firmware Documentation.
Importing External Data
If you have your own means of collecting sensor data from your device, the Data Capture Lab can import CSV/WAV datasets from any source. See more on the various import formats described in the Importing External Sensor Data Documentation.