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

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:

Resource: