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

Raw Signal Capture to Data Insight Labeling (Data Capture Lab Phase) to Algorithm Generation to Firmware Code Generation (Analytics Studio Phase) to Test, Validation and Support (Test App)

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
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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
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Test App

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

QuickLogic chip

QuickLogic - QuickAI Accelerated AI Platforms

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

SensorTile Development Kit

ST - STM32 & SensorTile Development Kit

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

NXP i.MX RT1050 and i.MX RT1050 Kit

NXP i.MX RT1050 Crossover MCU and i.MX RT1050 Evaluation Kit

The i.MX RT series of crossover MCUs combine high performance and real time functionality with integration, security and MCU-level usability at an affordable price.

Nordic Thingy IoT Sensor Kit

Nordic Semiconductor - nRF52 & Nordic Thingy IoT Sensor Kit

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

Intel Atom E Processor

Intel Atom E Processors

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

ARM Cortex-M Series Processor

ARM Cortex-M Series Processors

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

Raspberry Pi 3

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●●●●
CommunicationBLEBLEBLEBLE
Raw Sensor Data StorageSDCard 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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Available Software Subscription Bundles

  • Choose your version

For full comparison view desktop site

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.

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