Overview
Description
SensiML Analytics Toolkit is a comprehensive, end-to-end workflow for developing production-grade AI//ML models for the IoT edge for the RA family of MCUs. The tool suite covers full pipeline development including MLOps dataset management, AutoML model optimization, firmware code generation, and test.
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Features
- Full MLOps dataset management (multiuser teams, version control, full annotation)
- Best-in-class code optimization (ML models as small as 10kB)
- AutoML model generation (no data science expertise required)
- GUI-based development (no coding/scripting required to generate working AI model code)
- Comprehensive test/validation with bit-exact hardware emulation and on-device test/logging
Comparison
Applications
Applications
- Industrial IoT Sensing
- Predictive maintenance
- Anomaly detection
- Process monitoring
- Smart Home and Wearables
- Smart appliances
- Fitness wearables
- Home security
- Smart Building
- Lighting control
- Smart occupancy sensors
- Predictive maintenance