Brian Pondi 🇰🇪 🇩🇪
@pondib
Software Engineer & PhD Geoinformatics Cand. @uni_muenster . 🌍 Geospatial AI/ML | Earth Observation. Repost ≠ Endorsement.
ID: 1171111602
https://www.linkedin.com/in/brian-pondi/ 12-02-2013 06:41:08
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Yday Jed Sundwall and I both talked about the definition of "cloud-native data format" at Seattle Zarr meetup. His is "any data that can be accessed via HTTP call". Mine is more about "What a good cloud native (geo) data format should look like". What are your opinions folks?
In this paper w/ co-lead Esther Rolf & co-authors Konstantin Klemmer Caleb Robinson, we explain 🛰 the unique nature of SatML 👩🏼💻 why we need specialized SatML methods 🌍 how satellite data enriches core ML 🦾 & what the ML community can do to realize SatML's potential arxiv.org/pdf/2402.01444…
Geospatial foundation models are all the rage now, but how good is yours? we release #PhilEOBench a huge 400Go dataset w/ 3 global downstream tasks to test it! project: phileo-bench.github.io arxiv: arxiv.org/abs/2401.04464 Join🤗community: huggingface.co/PhilEO-communi… @ESA ESA Earth Observation