Overview
Syllabus
Intro
Why is TinyML not already everywhere
The road ahead
Efficient ML covers the entire stack
Going below 8-bit precision
Memory reduction for different precisic
Binarized Convolution
Training Neural Networks
Training Binarized Neural Networks
Open Source BNN Ecosystem
Larq Compute Engine
Person Detection / Visual Wake Words
Person Detection on Cortex-M4
Model Benchmark on Cortex-M4
Model Accuracy + Real World Performa
Unit tests for Deep Learning Applicatio
Person Detection Networks
Person Detection using BNNS
What's next?
Arm: The Software and Hardware Foundation for tin
Next tinyML Talks
Taught by
tinyML