Dense Slides: Deterministic Infra for Non-Deterministic AI Agents - Nishant Gupta, Meta Superintelligence Labs

Source Video

Deterministic Infra for Non-Deterministic AI Agents - Nishant Gupta, Meta Superintelligence Labs

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-00001.jpg
• Crop: visible-slide-crop [0, 38, 960, 505] score 176.51
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00003.jpg
• Crop: visible-slide-crop [0, 38, 960, 505] score 177.86
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00005.jpg
• Crop: visible-slide-crop [0, 38, 960, 505] score 177.97
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00006.jpg
• Crop: visible-slide-crop [0, 38, 960, 505] score 176.4
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00007.jpg
• Crop: visible-slide-crop [0, 38, 960, 505] score 176.81
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00008.jpg
• Crop: visible-slide-crop [0, 38, 960, 505] score 178.26
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00009.jpg
• Crop: visible-slide-crop [0, 38, 960, 505] score 179.4
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00010.jpg
• Crop: visible-slide-crop [0, 38, 960, 505] score 176.23
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00011.jpg
• Crop: visible-slide-crop [0, 38, 960, 505] score 175.91
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00013.jpg
• Crop: visible-slide-crop [0, 38, 960, 505] score 176.42
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00014.jpg
• Crop: visible-slide-crop [0, 38, 960, 505] score 174.34
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00015.jpg
• Crop: visible-slide-crop [0, 38, 960, 505] score 175.2
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00016.jpg
• Crop: visible-slide-crop [0, 38, 960, 505] score 172.45
• Slide-only rule: visual-bright-slide

• Source scene image: frame-00017.jpg
• Crop: visible-slide-crop [0, 38, 960, 505] score 177.69
• Slide-only rule: visual-bright-slide