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Exploring Techniques to Build Efficient and Robust TinyML Deployments

Exploring Techniques to Build Efficient and Robust TinyML Deployments

tinyML via YouTube Direct link

Out of distribution vs in distribution

12 of 12
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12 of 12

Out of distribution vs in distribution

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Exploring Techniques to Build Efficient and Robust TinyML Deployments

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  1. 1 Introduction
  2. 2 Agenda
  3. 3 TinyML vs CloudAI
  4. 4 Data
  5. 5 Transfer Learning
  6. 6 General Blueprint
  7. 7 Keyword Spotting
  8. 8 Quantization
  9. 9 Tweaking the architecture
  10. 10 Quantization and accuracy
  11. 11 Out of distribution detection
  12. 12 Out of distribution vs in distribution

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