~/talk

The Future of JavaScript and AI

Talkat JSConf.Asia 2019 · 2019-06-14..06-16· [javascript, machine-learning]
slides:none on file

Demos show working JavaScript AI: a Slack-ready Moji Fire that detects faces and emotions using Face API on Azure and pastes emoji stickers, a browser image classifier using npm install @tensorflow/tfjs and MobileNet that returns confidence scores (examples hit ~78%), and image-to-image generation via pix2pix GANs with generator/discriminator training explained; code runs in-browser, uses transfer learning or cloud APIs, and the demos mostly work with caveats about accuracy and model size.

AI-written summary · about

  1. 0:00Intro
  2. 2:20Introduction
  3. 4:50mojifire
  4. 6:40Emotion
  5. 7:40Neural Networks
  6. 16:15Machine Learning
  7. 17:45Tensorflow
  8. 22:00Computer Vision
  9. 24:45Summarize
  10. 25:35Image to Image
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