SensiML Toolkit
2022.01.18

User Guides

  • Getting Started

Application Examples

  • Boxing Punch Gesture Recognition
  • Fan State Condition Monitoring
  • Audio Anomaly Detection
  • Vibration Anomaly Detection
  • Audio Cough Detection

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 Embedded SDK
  • Knowledge Packs
  • Firmware
  • Release Notes

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
  • 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
  • SparkFun QuickLogic Thing Plus - EOS S3
  • ST SensorTile
  • ST SensorTile.box

Advanced

  • Analytics Studio Notebook
  • Advanced Model Building
    • Overview
    • Jupyter Notebooks
    • Query your data
    • Building a pipeline
    • SensiML Core Functions
    • Adding a basic core function
    • Exploring core functions:
    • Function snippets
    • Pipeline Execution
    • Performing Segmentation
    • Feature Vector Generation
    • Visualizing Feature Vectors
    • Training a model
  • Pipeline Functions
  • API Methods
  • TensorFlow Lite Tutorial

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

  • Introduction
  • MQTT Basics
  • Implementation Guide
  • Topic Glossary
  • Implementation Notes
  • References

Resources

  • SensiML
  • Try For Free
  • Contact Us
  • Get Support
  • Dataset Library
SensiML Toolkit
  • »
  • Advanced Model Building

Advanced Model BuildingΒΆ

  • Overview
  • Jupyter Notebooks
    • Loading your project
  • Query your data
  • Building a pipeline
    • Adding your Query step
      • Pipeline progress
  • 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
Next Previous

© Copyright 2022, SensiML Corporation. All rights reserved.