Building Products Using Edge AI - TinyML on MCUs

Building Products Using Edge AI - TinyML on MCUs

tinyML via YouTube Direct link

Al ExploreTM results - Explainability

4 of 15

4 of 15

Al ExploreTM results - Explainability

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Building Products Using Edge AI - TinyML on MCUs

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  1. 1 Intro
  2. 2 Building products vs doing projects
  3. 3 Condition Monitoring for an Industrial Blower
  4. 4 Al ExploreTM results - Explainability
  5. 5 Phase 1: Prove feasibility
  6. 6 Best sensors? Best location?
  7. 7 BOM Optimization - Channel Selection
  8. 8 BOM Optimization - Sensitivity
  9. 9 Phase 2: Design the product
  10. 10 Build production ML model
  11. 11 Data Readiness - Consistency
  12. 12 Data Readiness - Quality
  13. 13 Data Readiness - Category Coverage
  14. 14 Data Readiness - Time Coverage
  15. 15 Product development lifecycle

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