SensiML Toolkit Documentation¶
The SensiML Toolkit is a software suite that makes it easy for a software developer to take edge devices with sensors and turn them into advanced event detectors. The toolkit requires a SensiML account login which you can get for free at SensiML Registration.
The SensiML Toolkit comes with three applications which can be download at SensiML Downloads
Data Capture Lab – The Data Capture Lab is an application that helps you capture, organize, and label raw data from the sensor and transform it into the events you want to detect.
Analytics Studio – The Analytics Studio is an application that filters and optimizes your labeled sensor data through machine learning algorithms. It generates a model (SensiML Knowledge Pack) ready to be flashed into the firmware of your device of choice.
SensiML TestApp – The SensiML TestApp shows real-time event classifications from the SensiML Knowledge Pack running on your sensor over Bluetooth-LE. (Windows and Android versions)
User Guides
- Getting Started
- Overview
- Data Collection Planning
- Quick Start Project
- Data Capture Lab
- Setting Up Project Properties
- Capturing Sensor Data
- Labeling Your Data
- Other Useful Features
- Analytics Studio
- Project Summary
- Querying Data
- Building a Model
- Exploring Model Results
- Test Model
- Generating a Knowledge Pack
- How to Flash Your Device
- Validating Your Model with SensiML TestApp
- Debugging Bad Results
- Where to go next?
Application Examples
Third-Party Devices Integration
User Documentation
Supported Devices
- Android Native Development Kit
- Arduino Nano 33 BLE Sense
- ARM GCC Cortex M4/M7/A53
- Microchip Technology SAMD21 ML Eval Kit (SAM-IoT WG)
- Nordic Thingy
- QuickLogic Chilkat
- QuickLogic QuickAI
- QuickLogic QuickFeather
- Raspberry Pi
- Silicon Labs Thunderboard Sense 2
- SparkFun QuickLogic Thing Plus - EOS S3
- ST SensorTile
- ST SensorTile.Box
- x86 Processors
Advanced
Simple Streaming Interface
MQTT-SN Interface
Resources