README.md

Week 3 Run a model with Tensorflow Lite / Tensorflow.js

Slides

Notes:

• Understand the concept of a “machine learning model.”
• What is a “pre-trained model”?
• Tensorflow Lite for Microcontrollers
• 3 Tensorflow Lite on Mircocontrollers examples: Micro Speech, Magic Wand, Detect a person
• Why running Tensorflow Lite on Mircocontrollers?
• TF Lite on Microcontrollers Workflow
• What is Quantized model?
• What is FlatBuffer?

Workshop:

• Magic Wand, Demo video, Guide
• Hand pose tracking, p5 code editor code, demo

Resource:

• Tensorflow Lite Get started with microcontrollers
• Arduino TensorFlow Lite Tutorials
• TinyML Book chapter 11: Magic Wand, chapter 9 Detect person(Log in with your NYU NetId)
• Arduino Project Hub: Person Detection with TensorFlow and Arduino
• Arduino Project Hub: Magic Wandddddddd
• Face and hand tracking in the browser with MediaPipe and TensorFlow.js

Homework