Dense Slides: MCP is all you need — Samuel Colvin, Pydantic

Source Video

MCP is all you need — Samuel Colvin, Pydantic

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

• Source scene image: frame-00033.jpg
• Crop: visible-slide-crop [0, 37, 960, 503] score 177.44
• Slide-only rule: visual-bright-slide