Reconstructed Slides: Your Agent Failed in Prod. Good Luck Reproducing It. - Tisha Chawla & Susheem Koul, Microsoft

Source Video

Your Agent Failed in Prod. Good Luck Reproducing It. - Tisha Chawla & Susheem Koul, Microsoft

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 171.77

• Source frame: slide-002.jpg
• Crop: full [0, 0, 960, 540] score 167.14

• Source frame: slide-003.jpg
• Crop: full [0, 0, 960, 540] score 170.66

• Source frame: slide-004.jpg
• Crop: full [0, 0, 960, 540] score 168.34

• Source frame: slide-005.jpg
• Crop: full [0, 0, 960, 540] score 163.42

• Source frame: slide-006.jpg
• Crop: full [0, 0, 960, 540] score 166.62

• Source frame: slide-007.jpg
• Crop: full [0, 0, 960, 540] score 169.56

• Source frame: slide-008.jpg
• Crop: full [0, 0, 960, 540] score 165.04

• Source frame: slide-009.jpg
• Crop: full [0, 0, 960, 540] score 169.5

• Source frame: slide-010.jpg
• Crop: full [0, 0, 960, 540] score 168.38

• Source frame: slide-011.jpg
• Crop: full [0, 0, 960, 540] score 170.41

• Source frame: slide-012.jpg
• Crop: full [0, 0, 960, 540] score 176.26

• Source frame: slide-013.jpg
• Crop: full [0, 0, 960, 540] score 153.53

• Source frame: slide-014.jpg
• Crop: full [0, 0, 960, 540] score 152.6

• Source frame: slide-015.jpg
• Crop: full [0, 0, 960, 540] score 154.17

• Source frame: slide-016.jpg
• Crop: full [0, 0, 960, 540] score 152.18

• Source frame: slide-017.jpg
• Crop: full [0, 0, 960, 540] score 150.45

• Source frame: slide-018.jpg
• Crop: full [0, 0, 960, 540] score 156.64

• Source frame: slide-019.jpg
• Crop: full [0, 0, 960, 540] score 151.58

• Source frame: slide-020.jpg
• Crop: full [0, 0, 960, 540] score 155.04

• Source frame: slide-021.jpg
• Crop: full [0, 0, 960, 540] score 167.45

• Source frame: slide-022.jpg
• Crop: full [0, 0, 960, 540] score 164.72

• Source frame: slide-023.jpg
• Crop: full [0, 0, 960, 540] score 176.04

Dense Scene-Detected Slide Candidates

• youtube Lc8zRh9muoY dense slides