---
title: "Reconstructed Slides: Building voice agents with OpenAI — Dominik Kundel, OpenAI"
category: "slides"
video_id: "iXhba366fQc"
sourceLabels: ["Cropped public YouTube video frames", "Local OpenCV slide-region detection", "Local RapidOCR"]
---

# Reconstructed Slides: Building voice agents with OpenAI — Dominik Kundel, OpenAI

## Source Video
[Building voice agents with OpenAI — Dominik Kundel, OpenAI](https://www.youtube.com/watch?v=iXhba366fQc)

## 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/iXhba366fQc/slide-001.jpg]]

- Source frame: `slide-001.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `160.07`
![[assets/reconstructed-slides/iXhba366fQc/slide-002.jpg]]

- Source frame: `slide-002.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `176.13`
![[assets/reconstructed-slides/iXhba366fQc/slide-003.jpg]]

- Source frame: `slide-003.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `176.43`
![[assets/reconstructed-slides/iXhba366fQc/slide-004.jpg]]

- Source frame: `slide-004.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `176.42`
![[assets/reconstructed-slides/iXhba366fQc/slide-005.jpg]]

- Source frame: `slide-005.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `163.95`
![[assets/reconstructed-slides/iXhba366fQc/slide-006.jpg]]

- Source frame: `slide-006.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `175.92`
![[assets/reconstructed-slides/iXhba366fQc/slide-007.jpg]]

- Source frame: `slide-007.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `156.75`
![[assets/reconstructed-slides/iXhba366fQc/slide-008.jpg]]

- Source frame: `slide-008.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `175.95`
![[assets/reconstructed-slides/iXhba366fQc/slide-009.jpg]]

- Source frame: `slide-009.jpg`
- Crop: `full` `[0, 0, 960, 540]` score `164.52`
## Dense Scene-Detected Slide Candidates
- [[youtube-iXhba366fQc-dense-slides]]