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
  • Pipeline Functions
    • Overview
    • Sensor Transforms
    • Sensor Filters
    • Segmenters
    • Augmentation
    • Segment Transforms
    • Segment Filters
    • Feature Generators
    • Feature Transforms
    • Feature Selectors
    • Training Algorithms
    • Validation Methods
    • Classifiers
    • Samplers
  • 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
  • »
  • Pipeline Functions

Pipeline FunctionsΒΆ

  • Overview
  • Sensor Transforms
  • Sensor Filters
  • Segmenters
  • Augmentation
  • Segment Transforms
  • Segment Filters
  • Feature Generators
    • Statistical
    • Histogram
    • Sampling
    • Rate of Change
    • Frequency
    • Shape
    • Time
    • Area
    • Energy
    • Physical
    • Sensor Fusion
  • Feature Transforms
  • Feature Selectors
  • Training Algorithms
  • Validation Methods
  • Classifiers
  • Samplers
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