Dense Slides: Optimizing inference for voice models in production - Philip Kiely, Baseten
Source Video
Optimizing inference for voice models in production - Philip Kiely, Baseten
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-00002.jpg - Crop:
visible-slide-crop[0, 37, 960, 503]score177.21 - Slide-only rule:
visual-bright-slide
- Source scene image:
frame-00003.jpg - Crop:
visible-slide-crop[0, 37, 960, 503]score176.35 - Slide-only rule:
visual-bright-slide
- Source scene image:
frame-00007.jpg - Crop:
visible-slide-crop[0, 37, 960, 503]score177.28 - Slide-only rule:
visual-bright-slide