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Classroom Contents
AutoML + TinyML with Edge Impulse's EON Tuner
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- 1 Introduction
- 2 Edge Impulse Background
- 3 Developer Focus
- 4 Overview of TinyML
- 5 Traditional Engineering
- 6 DataDriven Engineering
- 7 Design Phase
- 8 Traditional Pipeline
- 9 EON Tuner
- 10 Demo
- 11 Project Overview
- 12 Neural Network
- 13 AutoML
- 14 Constraints
- 15 Performance Comparison
- 16 Tuner Features
- 17 Audience Questions
- 18 Hardware Selection
- 19 Manual Tuning
- 20 Compare Tuning
- 21 Vendors
- 22 Shape tuning
- 23 DSP optimization
- 24 Performance considerations
- 25 Video support
- 26 Image of arbitrary size
- 27 Uploading data to Edge Impulse
- 28 Is Edge Impulse free
- 29 Does the EON Tuner scale
- 30 Is the EON Tuner available for download
- 31 Do you support NN architectures
- 32 Do we have to pick and specify a particular device
- 33 Wrapping up
- 34 Questions
- 35 Thanks
