~/talk

Vibing Vision: how we built a pose tracking art installation in two weeks

Talkat PyCon AU 2026 · 2026-08-26..08-30· [creative-coding]
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slides:none on file

A pose‑tracking festival installation gets built in two weeks using on‑device models and runs live at Lost Paradise; the pipeline uses OAK‑D cameras, DepthAI, OpenCV chessboard calibration and an Ultralytics YOLO pose model, debugging with Claude Code to generate tests and visualisers. Two cameras, depth‑map holes and sync jitter create surprising failure modes, a pragmatic per‑tile averaging fixes geometry, and the 16‑tile dance floor actually works and ships in a Toyota Hilux.

AI-written summary · about

  1. 0:00Introduction
  2. 3:19Who we are
  3. 4:43How installation works
  4. 7:52Two-week journey
  5. 9:16Key lessons
  6. 10:17Debugging with Claude
  7. 13:27Testing with AI
  8. 18:42Fighting over-engineering
  9. 22:34Pose tracking challenge
  10. 24:18Festival surprises
  11. 25:20Conclusion
  12. 26:02Q&A
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