~/talk

Can a piece of code fix my posture

Talkat Git Commit Show 2021 · 2021-11-27..11-28· [web-platform, javascript]
slides:none on file

A desktop app built with Angular, Electron, p5.js, ml5.js uses ml5’s POSENET model to detect body joints, trains on each user’s webcam data (correct and incorrect poses) and flags sustained poor posture with a system notification after about a minute. Demo shows webcam accuracy is good on common webcams, training is per-user for better results, source is open‑source (free to fork but not sell), and a move to MoveNet/TensorFlow models is planned.

AI-written summary · about

  1. 0:00Introduction and speaker intro
  2. 1:06What is Angular
  3. 3:10Key technologies overview
  4. 5:58ML5.js and PoseNet explained
  5. 6:59Demo: Posture detection app
  6. 8:46Future improvements and open source
  7. 9:50Q&A session begins
  8. 12:40Maths and learning ML
  9. 14:29Closing remarks
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