SensiML Analytics Toolkit Suite

SensiML Analytics Toolkit Suite is IoT AI toolkit software designed for ultra-low power embedded devices. Analytics Toolkit facilitates AI for a broad array of resource-constrained time-series sensor endpoint applications, including a wide range of consumer and industrial sensing applications. The SensiML Analytics Toolkit provides endpoint intelligence benefits, whether sourced from accelerometers, load cells, strain gauges, microphones, gyroscopes, passive IR, body electrodes, voltage, or current measurement.

The Analytics Toolkit Suite offers power efficiency on multiple levels, extensibility, and flexibility in a proven solution. The Toolkit is available in basic 90 day or basic year subscriptions.

Features

Significant TTM gain, 5x faster sensor algorithm development over AI/ML expert hand-coding
Optimized AI, no experts required, data science built into tool usable by mainstream developers
Code that runs on MCUs, not CPUs, enabling practical AI application on embedded wireless IoT device

Power efficiency on multiple levels, smart compilation with auto-gen MCU, DSP, and FPGA optimizations
Extensibility and flexibility, add algorithms, change hw targets, customize resulting code, and more
A proven solution, initially launched in 2016 as Intel™ Knowledge Builder, now greatly expanded

Applications

Industrial Monitoring
- Anomaly detection
- Process excursions
- Predictive maintenance
- Process control
Safety Wearables
- Gesture recognition
- Activity monitoring
- Contextual awareness
- Environmental monitoring

Smart Appliance
- Process monitoring
- Voice control
- Audio event detection
Sports/Fitness Wearables
- Activity classification
- Gait analysis
- Form and performance assessment

Components

SensiML 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
- Windows™ and Android™ versions
SensiML 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

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

SensiML Analytics Toolkit Suite

Features

Applications

Components

Endpoint AI Workflow

Connected to a Truly Intelligent Endpoint

Videos

Overview

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