The Future of Machine Learning & Javascript
summary
Shows that JavaScript can actually run ML: install @tensorflow/tfjs or call a cloud API and models execute in the browser. A 1,000-class MobileNet demo classifies images live (small, fast, often imprecise). A Computer Vision API demo auto-generates alt text and sometimes mislabels recognizable people. Generative models use generative adversarial networks: training happens on servers but the exported generator runs in-browser to turn sketches or text into images.
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chapters (11)
- 0:00Introduction
- 1:13Pal Internship
- 3:36Im Fine
- 5:02Tensor Flow
- 5:40Neural Networks
- 7:56How Neural Networks Work
- 10:25Tensorflow
- 11:24Pretrained models
- 12:56Computer Vision API
- 13:58CodePen Demo
- 16:23Image to Image Demo
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