SensiML Analytics Toolkit Suite

Developer tools that can automate the process of building intelligent sensor applications

Benefits

AI Workflow

Platforms

Use Cases

Resources

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Benefits

How can SensiML Analytics Toolkit help you

Create optimized AI code without data science expertise

AI code engine selects the right data features and algorithm with minimal user intervention

Code that Runs on MCUs not CPUs

Run on Cortex-M class microcontrollers and up with footprint as small as 40kB

Extensibility and Flexibility

Algorithms can be tuned and personalized on a per device basis using edge learning

Full end-to-end AI workflow

Integrated data collection, import, and labeling tools needed to generate high-quality algorithms

Production Grade Tools

Supports multi-user project, project and dataset management for real product development, not one-off R&D experiments

Significant TTM Gains

5x faster sensor algorithm development over AI/ML expert hand-coding

AI Workflow

Steps involved in creating your autonomous device

The SensiML Endpoint AI Workflow

The Solution for Developing High Performance IoT Applications

Data Capture Lab

Train/test data collection
Data labeling and metadata annotation
Video annotation tools
Auto segmentation and triggering
Multi-user project collaboration
Automated data management
WindowsTM and AndroidTM versions

Analytics Studio

Server based AI code-generation engine
Classic ML classifiers thru xNN algorithms
Automatic or Directed Feature Engineering
Simple GUI and Python expert interfaces
Cloud Service and Private Server options

Test App

Test tool for model validation on device
Real-time and logged collection
Rich visualizations and debug info
Windows and Android versions

Platforms

QuickLogic - QuickAI Accelerated AI Platforms

QuickLogic's QuickAI™ and EOS™ S3AI platforms are both supported within SensiML Analytics Studio.

ST - STM32 & SensorTile Development Kit

A tiny IoT module that packs powerful processing capabilities and Bluetooth low energy connectivity

Nordic Semiconductor - nRF52 & Nordic Thingy IoT Sensor Kit

Nordic Thingy:52® is natively supported within SensiML Analytics Studio

Intel Atom E Processors

Built for embedded applications that power mobile, portable, and small-scale devices of every kind.

ARM Cortex-M Series Processors

ARM Cortex-M3 and higher processors are supported within SensiML Analytics Studio

Raspberry Pi 3/3Bs

Supported within SensiML Analytics Studio

Supported Platform Capabilities

Fully Supported Embedded Sensor Endpoint Platforms

	QuickLogic Merced (EOS S3B-AI)	QuickLogic Chilkat (EOS S3B-AI)	ST Sensor Tile (STM32)	Nordic Thingy (nRF52)
Accelerometer	●	●	●	●
Gyroscope	●	●	●	●
Microphone	●	●	●	●
Multi-Sensor Recognition	●
External Analog Input (ADC)	●*
External Digital Input	●	●	●	●
Communication	BLE	BLE	BLE	BLE
Raw Sensor Data Storage	SDCard		SDCard

^* With the inclusion of optional Mayhew ADC Board

Use Cases

Industrial

Predictive Maintenance, Anomaly Detection, Process Control and Inspection, and Industrial Wearables

Commercial

Occupancy Aware Smart Lighting and Smart City Infrastructure

Agriculture

Livestock Wearables

Consumer

Virtual Coaching Smart Wearables

Resources

Product Information

Downloads for the SensiML Toolkit product offering and technical overview

Articles / Whitepapers

Articles on Smart Sensor Endpoints, IoT, and ML Analytics

Videos

Watch demos, an explainer video, webinar, and process overview

Case Studies

See how SensiML Analytics Toolkit has been used to develop Smart Sensor applications for new markets.

QuickStart Video Tutorials

We have created 10 video tutorials to help you every step of the way.

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Evaluate for Free, Buy Now

Available Software Subscription Bundles

Choose your version

Trial
Free

Download

Starter
$499
one time 90 day trial

Purchase Checkout Added to cart

Basic
$829
per month billed annually

Contact Sales

Standard
Contact sales for pricing

Contact Sales

Enterprise
Contact sales for pricing

Contact Sales

For full comparison view desktop site

Choose your
version
Data Collection and Labeling with SensiML Data Capture Lab
Automated ML Algorithm Creation
Algorithm Performance Visualization
Auto-Generation of Optimized Device Code
Embedded Binary Executable Output⁽¹⁾⁽²⁾
Device Test/Validation Application
Mobile Data Collection (Android)
Raw Sensor Capture from IoT Device
Raw Sensor Data Import (CSV)
Video Annotation
Cloud Project Storage/Sync
High Sample Rate Sensing
API for Edge Learning/Tuning
Multi-User Project Collaboration
Embedded C Code Library Output⁽²⁾
Quarterly Customized Training and Consultation
Enterprise Support SLA
Early Beta Pre-Release Access to Updates

Trial
Free
Download
Using Sample Datasets
Automated ML Algorithm Creation
Algorithm Performance Visualization
Auto-Generation of Optimized Device Code
Embedded Binary Executable Output
Device Test/Validation Application
Mobile Data Collection (Android)
Raw Sensor Capture from IoT Device
Raw Sensor Data Import (CSV)
Video Annotation
Cloud Project Storage/Sync
High Sample Rate Sensing
API for Edge Learning/Tuning
Multi-User Project Collaboration
Embedded C Code Library Output
Quarterly Customized Training and Consultation
Enterprise Support SLA
Early Beta Pre-Release Access to Updates
Download

Starter
$499
one time 90 day trial
Purchase Checkout Added to cart
Data Collection and Labeling with SensiML Data Capture Lab
Automated ML Algorithm Creation
Algorithm Performance Visualization
Auto-Generation of Optimized Device Code
Embedded Binary Executable Output
Device Test/Validation Application
Mobile Data Collection (Android)
Raw Sensor Capture from IoT Device
Raw Sensor Data Import (CSV)
Video Annotation
up to 1GB
up to 100kHz
API for Edge Learning/Tuning
Multi-User Project Collaboration
Embedded C Code Library Output
Quarterly Customized Training and Consultation
Enterprise Support SLA
Early Beta Pre-Release Access to Updates
Purchase Checkout Added to cart

Basic
$829
per month billed annually
Contact Sales
Data Collection and Labeling with SensiML Data Capture Lab
Automated ML Algorithm Creation
Algorithm Performance Visualization
Auto-Generation of Optimized Device Code
Embedded Binary Executable Output
Device Test/Validation Application
Mobile Data Collection (Android)
Raw Sensor Capture from IoT Device
Raw Sensor Data Import (CSV)
Video Annotation
up to 10GB
up to 100kHz
API for Edge Learning/Tuning
up to 10 users
Embedded C Code Library Output
Quarterly Customized Training and Consultation
Enterprise Support SLA
Early Beta Pre-Release Access to Updates
Contact Sales

Standard
Contact Sales
Data Collection and Labeling with SensiML Data Capture Lab
Automated ML Algorithm Creation
Algorithm Performance Visualization
Auto-Generation of Optimized Device Code
Embedded Binary Executable Output
Device Test/Validation Application
Mobile Data Collection (Android)
Raw Sensor Capture from IoT Device
Raw Sensor Data Import (CSV)
Video Annotation
up to 20GB
up to 100kHz
API for Edge Learning/Tuning
up to 20 users
Embedded C Code Library Output
Quarterly Customized Training and Consultation
Enterprise Support SLA
Early Beta Pre-Release Access to Updates
Contact Sales

Enterprise
Contact Sales
Data Collection and Labeling with SensiML Data Capture Lab
Automated ML Algorithm Creation
Algorithm Performance Visualization
Auto-Generation of Optimized Device Code
Embedded Binary Executable Output
Device Test/Validation Application
Mobile Data Collection (Android)
Raw Sensor Capture from IoT Device
Raw Sensor Data Import (CSV)
Video Annotation
up to 20GB
up to 100kHz
API for Edge Learning/Tuning
up to 20 users
Embedded C Code Library Output
Quarterly Customized Training and Consultation
Enterprise Support SLA
Early Beta Pre-Release Access to Updates
Contact Sales

Note 1: Starter Edition provides only a limited number of classification results per device power cycle

Note 2: All editions require separate paid commercial redistribution license for integrating SensiML code into commercial products.

Supported Features

Fully Supported Embedded Sensor Endpoint Platforms

	QuickLogic Merced (EOS S3B-AI)	QuickLogic Chilkat (EOS S3B-AI)	ST Sensor Tile (STM32)	Nordic Thingy (nRF52)
Accelerometer	●	●	●	●
Sensor Component	ST LSM6DSL	Bosch BMI160	ST LSM6DSM	TDK MPU-9250
Supported Output Data Rates (Hz)	26, 52, 104, 208, 416, 1660	25, 50, 100	26, 52, 104, 208, 416	5, 10, 25, 50, 100, 200
Support Range (Gs)	± 2	± 2	± 2, ± 4, ± 8, ± 16	± 2
Gyroscope	●	●	●	●
Sensor Component	ST LSM6DSL	Bosch BMI160	ST LSM6DSM	TDK MPU-9250
Supported Output Data Rates (Hz)	26, 52, 104, 208, 416, 1660	25, 50, 100	26, 52, 104, 208, 416	5, 10, 25, 50, 100, 200
Support Range (DPS)	± 2000	± 2000	± 250, ± 500, ± 1000, ± 2000	± 2000
Microphone	●	●	●	●
Sensor Component	Knowles SPH0641LM4H	Knowles SPH0641LM4H	ST MP34DT04/DT05	ST MP34DB02
Supported Output Data Rates (Hz)	16 kHz	16 kHz	16 kHz	8 kHz (lossy comp)
Multi-Sensor Recognition
IMU + Audio	●		●	●
IMU + ADC
External Analog Input (ADC)	●*
Sensor Component	LTC-1859
Supported Output Data Rates (Hz)	1 ch x 100kHz, 1-4 ch x 16 kHz
Support Range (V)	± 5, ± 10
Supported Input Modes	Single Ended, Differential
Communication	BLE	BLE	BLE	BLE
Component	nRF51822	nRF51822	nRF51822	BlueNRG-MS	nRF52832
Raw Sensor Data Storage	SDCard		SDCard
Capacity	Up to 32GB		Up to 32GB

^* With the inclusion of optional Mayhew ADC Board

Analytics Studio Supported Platforms^*
Raspberry Pi 3
Intel Atom/Core Processors

* - As generic embedded platforms, the following can be supported for algorithm code generation provided customer can supply needed sensor libraries and perform sensor integration effort. Native support in Data Capture Lab and TestApp requires use of SensiML API to write conformant interface libraries.

SensiML Analytics Toolkit Suite

Developer tools that can automate the process of building intelligent sensor applications

Benefits

AI Workflow

Platforms

Use Cases

Resources

Buy

How can SensiML Analytics Toolkit help you

Create optimized AI code without data science expertise

Code that Runs on MCUs not CPUs

Extensibility and Flexibility

Full end-to-end AI workflow

Production Grade Tools

Significant TTM Gains

Steps involved in creating your autonomous device

The SensiML Endpoint AI Workflow

The Solution for Developing High Performance IoT Applications

Data Capture Lab

Analytics Studio