Dense Slides: Building Agents at Cloud Scale — Antje Barth, AWS

Source Video

Building Agents at Cloud Scale — Antje Barth, AWS

Method

This deck is slide-only. The existing captured video frame set supplies candidate frames, then local OpenCV rejects sponsor/title/speaker-only frames, crops visible slide surfaces, deduplicates, and saves the cropped slide images.

Cropped Visible Slides

Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.99
Text source: advanced OCR rapidocr-live/bright-screen/opencv-adaptive.
OCR decision: ready — Dense repository screenshot with small table-of-contents and sidebar text; OCR will outperform manual transcription.

Slide text:

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? AWS McP Servers Deployments 500+? releste l hour ago

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Table of Contents Languagos

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Recreated text/layout view: open HTML recreation
AI slide classifier: content_slide confidence 0.98
Text source: advanced OCR rapidocr-live/center-82/opencv-adaptive.
OCR decision: ready — Slide combines a large title with dense embedded blog screenshot, architecture diagram, and QR code; OCR is appropriate for the smaller embedded text.

Slide text:

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Open Protocols for Agent Interoperability Part 1: Inter-Agent Communication on Mcp

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Classification audit: raw/sources/slide-ai-classification/dense/WJjInLeaJjo/audit.json