ml5.js: Classifying Drawings with DoodleNet

ML5 Beginners Guide Lesson #9.1
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Quick, draw! In this video, I demonstrate how to use the DoodleNet pre-trained machine learning model to classify drawings of cats, strawberries, and other common doodles in JavaScript (with p5.js and ml5.js).

Topics

  • 0:00 - Introduction! About DoodleNet
  • 1:35 - Code! doodleClassifier
  • 3:24 - Try! console logging results
  • 4:31 - Code! resultsDiv and loop classification
  • 6:51 - Try! drawing a cat
  • 8:17 - Code! make it work with video
  • 8:59 - Try! draw a strawwwberrrry
  • 9:11 - Code! add threshold
  • 9:44 - Try! thicker pen
  • 10:26 - Try! threshold on/off
  • 10:51 - Try! it daring me to draw a snowman
  • 11:13 - Wrap up!
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