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