Introduction to TorchGeo: Deep learning with geospatial data (Adam Stewart)

Earth Observation Summer School 2026 17 Aug 2026 – 21 Aug 2026, Istanbul, Turkey https://opengeohub.org/events/earth-observation-summer-school-2026 TorchGeo is an open-source Python library bringing support for geospatial data to the PyTorch ecosystem. In this tutorial, we will quickly walk through the basics of PyTorch and geospatial data before introducing how TorchGeo abstracts away the complexities of both. TorchGeo is the most popular GeoML software library, with 4k stars on GitHub and over 2.5M downloads on PyPI. It provides 140+ built-in datasets, 130+ built-in pretrained foundation models, and PyTorch Lightning integration, allowing users to quickly get started with classification, regression, semantic segmentation, objection detection, or instance segmentation. See https://github.com/torchgeo/torchgeo for more details.