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1. torchgeo/torchgeo torchgeo/torchgeo Public

   TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

   Python 4k 539

2. qubvel-org/segmentation_models.pytorch qubvel-org/segmentation_models.pytorch Public

   Semantic segmentation models with 500+ pretrained convolutional and transformer-based backbones.

   Python 11.5k 1.8k

3. fieldsoftheworld/ftw-baselines fieldsoftheworld/ftw-baselines Public

   Code for running baseline models/experiments with the Fields of The World dataset

   Jupyter Notebook 123 23

4. ChesapeakeRSC ChesapeakeRSC Public

   Chesapeake RSC dataset introduced in "Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery"

   Jupyter Notebook 66 6

5. cr458/geovibes cr458/geovibes Public

   Python 65 5

6. hydro-foundation-model hydro-foundation-model Public

   Hydro -- A Foundation Model for Water in Satellite Imagery

   Jupyter Notebook 59 4