~/talk

HI and AI

Talkat JSConf Hawai 2019 · 2019-02-07..02-08· [python, web-platform]
slides:none on file

Built an opt-in My Profile Tour that photographs visitors, runs face detection and landmark nets (initially OpenCV then Dlib), encodes faces and objects into vectors with VGG16 and matches them via PCA and graph routing, then prints individualized tours and problematic attribute labels from labeled faces in the wild. Uses Python with browser demos in ml5.js/p5.js. It sparks conversation and exposes bias (only four ethnicity labels), privacy friction (wall-of-terms unread, 30-day deletion promise), and parity with Google Arts & Culture.

AI-written summary · about

  1. 0:00Start
  2. 3:43How is this relevant?
  3. 7:41My Profile Tour
  4. 16:22Lessons Learned
  5. 18:53Taking a wider view
  6. 20:35opportunity
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