Artificial Intelligence and Machine Learning in the browser
summary
JavaScript runs real ML in the browser: models train on webcam frames with teachable machine and libraries like TensorFlow.js and Brain.js. Demos classify mints vs post‑its, recognize thumbs up and water bottles, and return confidences (example: 96% vs 4%). A K‑nearest‑neighbors demo uses top‑K (3–10) neighbors; a Pac‑Man controller using head movement works live. A BritBOTS project holds 2–20 minute conversations; emoji scavenger hunt and style‑transfer demos run fully client‑side.
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chapters (18)
- 0:00Intro
- 1:28AI in the browser
- 3:30What is AI
- 6:55What is Machine Learning
- 7:07Regression and Classification
- 11:53Why Care
- 14:43BrainJuice
- 17:06Translation
- 20:48Encoding
- 28:38Tensorflow
- 30:12Training
- 35:54Brit Bot
- 38:10Melody Mixer
- 38:44Style Transfer
- 39:08Cyborg Writer
- 40:30Pacman
- 42:18Scavenger Hunt
- 43:01Conclusion
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