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Week 2 Classification and Transfer Learning

Notes:

  • What is a teachable machine
  • How does teachable machine work
  • What is MobileNet model, Imagenet dataset
  • What is Transfer Learning
  • Logits Activation from MobileNet
  • What is KNN
  • Existing projects about transfer learning

Workshop:

Run a classifier(image/pose/sound) with Teachable Machine, and send the results to Arduino to light up LEDs

Some demos for the web

Resource:

Projects Inspirations: