SensiML Toolkit
2023.02.03

User Guides

  • Getting Started

Application Examples

  • Boxing Punch Gesture Recognition
  • Robot Arm Gesture Recognition
  • Fan State Condition Monitoring
  • Audio Anomaly Detection
  • Vibration Anomaly Detection
  • Audio Cough Detection
  • TensorFlow Lite Tutorial
  • Guitar Note Audio Recognition
  • Smart Lock Audio Recognition

Third-Party Devices Integration

  • Introduction
  • Data Collection Firmware
  • Building Recognition Firmware
  • Interfacing with the SensiML TestApp
  • Adding Devices to the Analytics Studio

User Documentation

  • Data Capture Lab
  • Analytics Studio
  • SensiML TestApp
  • Open Gateway
  • SensiML Python SDK
    • Overview
    • Installation/Setup Instructions
    • Jupyter Notebook Basics
    • Initializing the SensiML Python SDK
    • Proxy Setup
    • Getting Started with the SensiML Python SDK
    • API Methods
    • Additional Tutorials
    • Release Notes
  • Knowledge Packs / Model Firmware
  • Machine Learning / Digital Signal Processing

Supported Compilers

  • Android Native Development Kit
  • Arm GCC Cortex M4/M7/A53
  • x86_64 (GCC 9.2/mingw-64 9.3)

Supported Devices

  • Arduino Nano 33 BLE Sense
  • Arduino Nicla Sense ME
  • Infineon PSoC™ 6
  • Microchip Technology AVR128DA48 Curiosity Nano Evaluation Kit
  • Microchip Technology PIC-IoT WG Development Board
  • Microchip Technology SAMD21 ML Eval Kit (SAM-IoT WG)
  • Nordic Thingy
  • onsemi RSL10 Sense
  • QuickLogic Chilkat
  • QuickLogic QuickAI
  • QuickLogic QuickFeather
  • Raspberry Pi
  • Silicon Labs Thunderboard Sense 2
  • Silicon Labs xG24 Dev Kit
  • SparkFun QuickLogic Thing Plus - EOS S3
  • ST SensorTile
  • ST SensorTile.box

Simple Streaming Interface

  • Introduction
  • Describing Output Data
  • Sending Output Data
  • Simple Stream With Wi-Fi
  • Simple Stream With BLE
  • Validating Device Output

MQTT-SN Interface

  • MQTT-SN Documentation

Resources

  • SensiML
  • Try For Free
  • Contact Us
  • Get Support
  • Dataset Library
SensiML Toolkit
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  • SensiML Python SDK

SensiML Python SDK

  • Overview
    • Operating System
  • Installation/Setup Instructions
  • Jupyter Notebook Basics
    • Jupyter Notebook Shortcuts
  • Initializing the SensiML Python SDK
  • Proxy Setup
  • Getting Started with the SensiML Python SDK
    • Try It Yourself
    • Loading Your Project
    • Query Your Data
    • Building a Pipeline
    • Adding your Query step
    • SensiML Core Functions
    • Adding a Basic Core Function
    • Exploring Core Functions:
    • Function Snippets
    • Pipeline Execution
    • Performing Segmentation
    • Feature Vector Generation
    • Naming Convention
    • Visualizing Feature Vectors
    • Training a Model
  • API Methods
    • Overview
    • SensiML
    • Projects
    • Pipelines
    • Captures
    • Metadata
    • Labels
    • Segments
    • Sessions (Segmenters)
    • Queries
    • Capture Configuration
    • Knowledge Packs
    • CSV Upload
    • Platforms
    • DCL Project
    • DataSegments
    • Grid Search
    • ModelResultSet
  • Additional Tutorials
    • Using Segmentation Algorithms
    • Loading a Trained Neuron Array
    • Application Tutorials
  • Release Notes
    • Current Release
    • Past Releases
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