概览

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.

RA Ready Badge
RA Ready Badge
Data Capture Lab (Data Capture)
Analytics Studio (Learning Model Generation & Analysis)
  • 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

应用

  • 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

文档

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产品简述
SensiML Rapid IoT Edge AI/ML Development
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