Dense Slides: The 2025 AI Engineering Report โ Barr Yaron, Amplify
Source Video
The 2025 AI Engineering Report โ Barr Yaron, Amplify
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-00004.jpg - Crop:
visible-slide-crop[0, 37, 960, 503]score176.88 - Slide-only rule:
visual-bright-slide

- Source scene image:
frame-00005.jpg - Crop:
visible-slide-crop[0, 37, 960, 503]score176.42 - Slide-only rule:
visual-bright-slide

- Source scene image:
frame-00013.jpg - Crop:
visible-slide-crop[0, 37, 960, 503]score171.94 - Slide-only rule:
visual-bright-slide

- Source scene image:
frame-00029.jpg - Crop:
visible-slide-crop[0, 37, 960, 503]score170.05 - Slide-only rule:
visual-bright-slide