---
title: "Reconstructed Slides: What if the network was the sandbox? — Remy Guercio, Tailscale"
category: "slides"
video_id: "BM2JX9hqsVQ"
sourceLabels: ["Cropped public YouTube video frames", "Local OpenCV slide-region detection", "Local RapidOCR"]
---

# Reconstructed Slides: What if the network was the sandbox? — Remy Guercio, Tailscale

## Source Video
[What if the network was the sandbox? — Remy Guercio, Tailscale](https://www.youtube.com/watch?v=BM2JX9hqsVQ)

## 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/BM2JX9hqsVQ/slide-001.jpg]]

- Source frame: `slide-001.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `157.81`
![[assets/reconstructed-slides/BM2JX9hqsVQ/slide-002.jpg]]

- Source frame: `slide-002.jpg`
- Crop: `contour` `[0, 0, 960, 540]` score `176.37`
![[assets/reconstructed-slides/BM2JX9hqsVQ/slide-003.jpg]]

- Source frame: `slide-003.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `166.06`
![[assets/reconstructed-slides/BM2JX9hqsVQ/slide-004.jpg]]

- Source frame: `slide-004.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `170.58`
![[assets/reconstructed-slides/BM2JX9hqsVQ/slide-005.jpg]]

- Source frame: `slide-005.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `166.44`
![[assets/reconstructed-slides/BM2JX9hqsVQ/slide-006.jpg]]

- Source frame: `slide-006.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `162.76`
![[assets/reconstructed-slides/BM2JX9hqsVQ/slide-007.jpg]]

- Source frame: `slide-007.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `176.15`
![[assets/reconstructed-slides/BM2JX9hqsVQ/slide-008.jpg]]

- Source frame: `slide-008.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `176.24`
![[assets/reconstructed-slides/BM2JX9hqsVQ/slide-009.jpg]]

- Source frame: `slide-009.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `162.54`
![[assets/reconstructed-slides/BM2JX9hqsVQ/slide-010.jpg]]

- Source frame: `slide-010.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `162.77`
![[assets/reconstructed-slides/BM2JX9hqsVQ/slide-011.jpg]]

- Source frame: `slide-011.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `172.36`
![[assets/reconstructed-slides/BM2JX9hqsVQ/slide-012.jpg]]

- Source frame: `slide-012.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `160.2`
## Dense Scene-Detected Slide Candidates
- [[youtube-BM2JX9hqsVQ-dense-slides]]