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Day 5 - Teachable Machine with Musical Instruments

https://teachablemachine.withgoogle.com/models/WQvoC-vNX/

Design Your Own Model

Playing with the Instrument Classifier

We've created a model using the Teachable Machine to identify selected instruments around the world!

For diversity, we've covered instruments from all parts of the world across time:

  • Djembe image

  • Bandoneon image

  • Qilaut image

  • Guqin image

  • Digeridoo image

  • Flute image

  • Guitar image

  • Ukulele image

Comparing with human identifying and machine identifying instruments

Questions to Reflect Upon

  1. Describe what you think is going on inside of the model
  2. What did the model learn?
  3. What happens when we use 20 examples in each category versus 200 examples in each category?
  4. Anyone’s model failed to classify sounds? Any thoughts on why?
  5. If we want to break the model, how?