Overview
Syllabus
Introduction
Edge Impulse Background
Developer Focus
Overview of TinyML
Traditional Engineering
DataDriven Engineering
Design Phase
Traditional Pipeline
EON Tuner
Demo
Project Overview
Neural Network
AutoML
Constraints
Performance Comparison
Tuner Features
Audience Questions
Hardware Selection
Manual Tuning
Compare Tuning
Vendors
Shape tuning
DSP optimization
Performance considerations
Video support
Image of arbitrary size
Uploading data to Edge Impulse
Is Edge Impulse free
Does the EON Tuner scale
Is the EON Tuner available for download
Do you support NN architectures
Do we have to pick and specify a particular device
Wrapping up
Questions
Thanks
Taught by
tinyML