EON Tuner - AutoML for Constrained Devices in TinyML

EON Tuner - AutoML for Constrained Devices in TinyML

tinyML via YouTube Direct link

ML Sensor pipeline is often combination

5 of 17

5 of 17

ML Sensor pipeline is often combination

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EON Tuner - AutoML for Constrained Devices in TinyML

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  1. 1 Intro
  2. 2 Hi, I'm Jan!
  3. 3 Signal processing + ML
  4. 4 Leveraging signal processing
  5. 5 ML Sensor pipeline is often combination
  6. 6 Wide range of parameters
  7. 7 Constrained targets - what's worth it?
  8. 8 Introducing the EON Tuner!
  9. 9 Understand the problem
  10. 10 Dataset quality
  11. 11 Custom search space
  12. 12 Bird sound classifier
  13. 13 Best models...
  14. 14 Lots of DSP? Lots of NN?
  15. 15 Getting started
  16. 16 FOMO - Object detection for MCUS
  17. 17 Questions?

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