Dense Slides: Real World Development with GitHub Copilot and VS Code — Harald Kirschner, Christopher Harrison

Source Video

Real World Development with GitHub Copilot and VS Code — Harald Kirschner, Christopher Harrison

Method

This deck is slide-only. The existing captured video frame set supplies candidate frames, then local OpenCV rejects sponsor/title/speaker-only frames, crops visible slide surfaces, deduplicates, and saves the cropped slide images.

Cropped Visible Slides

No slide-like frames are visible after AI slide classification. Rejected frames remain stored as evidence and are listed below.

Hidden Non-Slide Evidence

`slide-001.jpg` — demo_video confidence 0.97; Projected computer demo with presenter on stage; not a readable presentation slide.

Classification audit: raw/sources/slide-ai-classification/dense/eOxOzcw70f0/audit.json