☯️ #zen3geo v0.6.2. Tiny patch release with another STAC DataPipe! Release notes are at https://zen3geo.readthedocs.io/en/v0.6.2/changelog.html
Have you got a need to connect Spatiotemporal Asset Catalogs (STAC) to deep learning workflows? Or interested in cloud-native geospatial machine learning? I'd love to hear more from you at
https://github.com/weiji14/zen3geo/discussions/48, or just comment below!
@pytorch #TorchData #gischat #STAC #CloudNativeGeospatial #GeoML
☯️ #zen3geo v0.6.1. Quick patch release with full support for 🐍 Python 3.11! Made a couple of bug fixes 🐞 to DatashaderRasterizer (for turning points/lines/polygons to pixel masks based on a template raster). Also sneaked in a tiny enhancement ✨ to XpySTACAssetReader (which wraps around `xarray.open_dataset`) to work without xpystac 🙃. Find out more in the release notes at https://zen3geo.readthedocs.io/en/v0.6.1/changelog.html.
@pytorch #TorchData #Python #DataShader #xarray #gischat #geospatial #datapipeline #computervision
Morning: Will be at my poster from 9-12. Come ask me about geospatial machine learning, data pipelines and cloud-native geospatial! https://agu.confex.com/agu/fm22/meetingapp.cgi/Paper/1094759
Afternoon: Gonna check out the exhibit booths to see if I spot any Frontier Development Lab folks, and will be coding away at Pod 5 for the Earthdata login filesystem hackathon https://discourse.pangeo.io/t/cloud-computing-using-nasa-earthdata-with-earthdata-login/2434/1
Recording is now up! ☯️ zen3geo: Guiding Earth Observation 🌏 data on its path to enlightenment!
Yes, this is yet another geospatial machine learning library, with a UNIX-y design pattern twist that makes things lightweight but powerful. Keen to see more people use zen3geo for complex multi-modal data pipelines!
#gischat #GeoSpatial #DataPipe #Python #Pytorch #TorchData #Pangeo #EarthObservation #MachineLearning #GeoML
Slides for my ☯️ #zen3geo #Pangeo #ML talk on 🌏 #geospatial data pipelines are at https://hackmd.io/@weiji14/2022zen3geo. 📽️ Video will come once I get the recording!
- Walkthrough: https://zen3geo.readthedocs.io/en/v0.5.0/walkthrough.html
- Install: https://anaconda.org/conda-forge/zen3geo
- Discuss: https://github.com/weiji14/zen3geo/discussions
#gischat #DataScience #MachineLearning #STAC #CloudNativeGeoSpatial #EarthObservation #torchData #DataPipe #xarray #Python #FOSS #ML4EO
Giving a talk on 7 Nov 2022 at 17:00 (UTC) about ☯️ #zen3geo: Guiding Earth Observation 🌏 data on its path to enlightenment. Learn about #torchdata #DataPipes for #geospatial #machinelearning! More info at https://discourse.pangeo.io/t/monday-november-07-2022-machine-learning-working-group-presentation-zen3geo-guiding-earth-observation-data-on-its-path-to-enlightenment-by-wei-ji-leong/2883
P.S. I'm now over at https://mastodon.nz/@weiji14
Join us at the Pangeo ML working group meeting at noon ET on Monday, November 07, 2022 for a presentation by Wei Ji Leong (Byrd Polar and Climate Research Center) on "zen3geo: Guiding Earth Observation data on its path to enlightenment”, followed by an opportunity to share individual updates, and concluding with a discussion of agenda items. When - November 7, 2022 12 PM ET Where - Launch meeting - zoom Agenda / Minutes - Meeting-notes-Machine-Learning-WG Presentation Title - zen3geo: Guidin...
偉吉