"OpenStreetMap features as socio-economic proxies" — FOSDEM 2021
28 slides Video2Any pulled straight from the conference recording — no upload, all in the browser.
Albert Yumol · FOSDEM 2021, Open Research Tools and Technologies devroom · video.fosdem.org/2021/D.research/open_research_open_street_maps.webm




























Albert Yumol presented this research in the Open Research Tools and Technologies devroom at FOSDEM 2021: using OpenStreetMap street networks as a proxy for socio-economic indicators, by way of network theory and the OSMnx Python package. Video2Any stepped through the 15-minute recording and kept 28 clean frames, one per slide change. A research talk is a good test of the extractor, because the slides are dense with diagrams rather than bullet points, and a network graph that renders in stages is exactly the sort of thing a strict reading would split into several slides. Every image below is real output, extracted in a browser tab with nothing uploaded.
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FAQ
- Are these the actual slides from the talk?
- Yes. Video2Any read the published recording and kept one image per slide change. FOSDEM publishes its 2021 recordings under CC BY 2.0 BE, which permits reuse with credit; we credit FOSDEM and link to the original file above.
- Do diagram-heavy research slides work as well as text ones?
- They work the same way, because the detector compares pictures rather than reading them. What matters is that the slide changed and then held still, which a diagram does exactly as a bullet list does.
- Can I do this with a conference talk I recorded?
- Yes, and it is free for your own files. Drop the recording in and Video2Any detects each slide, keeps one clean frame per change, and exports an .pptx or PDF — in your browser, with nothing uploaded.
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