torchgeo
http://github.com/microsoft/torchgeo
Python
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
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Help out
- Issues
- GeoDataset: rtree -> geopandas
- ObjectDetection/InstanceSegmentationTask: fix support for non-RGB images
- Add AutoregressionTask
- Add WorldStrat dataset
- Add Crop Type Mapping tutorial
- Add ChangeDetectionTask
- Custom disaster-based train/test splits for xView2 dataset
- FLAIR#2 Dataset and Datamodule Integration
- Ensure all datasets have a plot method
- Support FLAIR Datamodule for semantic segmentation
- Docs
- Python not yet supported