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Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2212 followers · 1456 posts · Server fosstodon.org

Following up on :

With a few minor changes, I managed to run the flow prediction example of @geotorchai using 🥳

The OD matrix size is rather modest (covering a grid with 21x12 cells), but hey, it's a start

github.com/anitagraser/GeoTorc

#geotorchai #bicycle #stresnet #GeoAI #resnet #torch #gischat #SpatialDataScience

Last updated 2 years ago
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Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2203 followers · 1413 posts · Server fosstodon.org
GitHub - GitHub - DataSystemsLab/GeoTorchAI: GeoTorchAI: A Spatiotemporal Deep Learning Framework (https://dl.acm.org/doi/abs/10.1145/3557915.3561036)

What got me particularly excited about @geotorchai is the mention of applications of on non-imagery datasets, including prediction tasks such as: and prediction

github.com/DataSystemsLab/GeoT

#deeplearning #spatiotemporal #mobilitydatascience #trafficvolume #trafficflow #geotorchai #GeoAI

Last updated 2 years ago
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Anita Graser 🇪🇺🇺🇦 · @underdarkGIS
2203 followers · 1411 posts · Server fosstodon.org

library ecosystem for is 🔥

Two important contributions (with unfortunately similar names) to look out for:

1️⃣ with data
github.com/microsoft/torchgeo

2️⃣ @geotorchai (formerly ) deep learning framework on top of and @apachesedona for and non-imagery data
github.com/DataSystemsLab/GeoT

#GeoAI #eo #torchgeo #deeplearning #remotesensing #geotorch #spatiotemporal #pytorch #imagery #SpatialDataScience #geospatial #giscience #earthobservation #ml #machinelearning #dataengineering #gischat #sedona #geotorchai

Last updated 2 years ago
Original post