Reconstructed Slides: Turn 10,994 Notes Into Memory - Paul Iusztin, Decoding AI & Louis-François Bouchard, Towards AI

Source Video

Turn 10,994 Notes Into Memory - Paul Iusztin, Decoding AI & Louis-François Bouchard, Towards AI

Method

This deck is reconstructed from the existing video frame captures by detecting likely slide regions with OpenCV, cropping/upscaling those regions, deduplicating similar crops, and OCRing the cropped slide images locally. It is a cleaner companion to the full-stage frame deck.

Reconstructed Slides

• Source frame: slide-001.jpg
• Crop: full [0, 0, 960, 540] score 176.65

• Source frame: slide-002.jpg
• Crop: full [0, 0, 960, 540] score 177.74

• Source frame: slide-003.jpg
• Crop: full [0, 0, 960, 540] score 169.95

• Source frame: slide-004.jpg
• Crop: full [0, 0, 960, 540] score 172.59

• Source frame: slide-005.jpg
• Crop: full [0, 0, 960, 540] score 174.89

• Source frame: slide-006.jpg
• Crop: full [0, 0, 960, 540] score 169.07

• Source frame: slide-007.jpg
• Crop: full [0, 0, 960, 540] score 176.24

• Source frame: slide-008.jpg
• Crop: full [0, 0, 960, 540] score 168.88

• Source frame: slide-009.jpg
• Crop: full [0, 0, 960, 540] score 171.92

• Source frame: slide-010.jpg
• Crop: full [0, 0, 960, 540] score 171.9

• Source frame: slide-011.jpg
• Crop: full [0, 0, 960, 540] score 176.48

• Source frame: slide-012.jpg
• Crop: full [0, 0, 960, 540] score 172.12

• Source frame: slide-013.jpg
• Crop: full [0, 0, 960, 540] score 170.24

• Source frame: slide-014.jpg
• Crop: full [0, 0, 960, 540] score 170.7

• Source frame: slide-015.jpg
• Crop: full [0, 0, 960, 540] score 172.21

• Source frame: slide-016.jpg
• Crop: full [0, 0, 960, 540] score 176.16

• Source frame: slide-017.jpg
• Crop: full [0, 0, 960, 540] score 171.66

• Source frame: slide-018.jpg
• Crop: full [0, 0, 960, 540] score 176.51

• Source frame: slide-019.jpg
• Crop: full [0, 0, 960, 540] score 173.56

• Source frame: slide-020.jpg
• Crop: full [0, 0, 960, 540] score 159.04

• Source frame: slide-021.jpg
• Crop: full [0, 0, 960, 540] score 161.99

• Source frame: slide-022.jpg
• Crop: full [0, 0, 960, 540] score 156.83

• Source frame: slide-023.jpg
• Crop: full [0, 0, 960, 540] score 158.95

• Source frame: slide-024.jpg
• Crop: full [0, 0, 960, 540] score 155.98

Dense Scene-Detected Slide Candidates

• youtube ZRM_TfEZcIo dense slides