Dense Slides: How to look at your data — Jeff Huber (Chroma) + Jason Liu (567)
Source Video
How to look at your data — Jeff Huber (Chroma) + Jason Liu (567)
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

- Recreated text/layout view: open HTML recreation
- AI slide classifier:
content_slideconfidence0.95 - Text source: agent_vision.
Slide text:
Read the full report
research.trychroma.com
Hidden Non-Slide Evidence
- `slide-001.jpg` —
title_cardconfidence0.98; title card
Classification audit: raw/sources/slide-ai-classification/dense/jryZvCuA0Uc/audit.json