---
title: "Reconstructed Slides: Building an Agentic Platform — Ben Kus, CTO Box"
category: "slides"
video_id: "12v5S1n1eOY"
sourceLabels: ["Cropped public YouTube video frames", "Local OpenCV slide-region detection", "Local RapidOCR"]
---

# Reconstructed Slides: Building an Agentic Platform — Ben Kus, CTO Box

## Source Video
[Building an Agentic Platform — Ben Kus, CTO Box](https://www.youtube.com/watch?v=12v5S1n1eOY)

## 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
![[assets/reconstructed-slides/12v5S1n1eOY/slide-001.jpg]]

- Source frame: `slide-001.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `160.13`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-002.jpg]]

- Source frame: `slide-002.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `176.35`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-003.jpg]]

- Source frame: `slide-003.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `177.23`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-004.jpg]]

- Source frame: `slide-004.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `176.75`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-005.jpg]]

- Source frame: `slide-005.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `166.33`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-006.jpg]]

- Source frame: `slide-006.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `177.89`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-007.jpg]]

- Source frame: `slide-007.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `177.53`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-008.jpg]]

- Source frame: `slide-008.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `160.36`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-009.jpg]]

- Source frame: `slide-009.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `163.84`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-010.jpg]]

- Source frame: `slide-010.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `162.3`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-011.jpg]]

- Source frame: `slide-011.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `163.21`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-012.jpg]]

- Source frame: `slide-012.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `159.49`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-013.jpg]]

- Source frame: `slide-013.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `160.74`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-014.jpg]]

- Source frame: `slide-014.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `158.5`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-015.jpg]]

- Source frame: `slide-015.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `163.34`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-016.jpg]]

- Source frame: `slide-016.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `156.9`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-017.jpg]]

- Source frame: `slide-017.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `176.03`
![[assets/reconstructed-slides/12v5S1n1eOY/slide-018.jpg]]

- Source frame: `slide-018.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `164.39`
## Dense Scene-Detected Slide Candidates
- [[youtube-12v5S1n1eOY-dense-slides]]