torchgeo
https://github.com/microsoft/torchgeo
Python
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
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- Issues
- FLAIR#2 Dataset and Datamodule Integration
- Ensure all datasets have a plot method
- Support FLAIR Datamodule for semantic segmentation
- Geosampler prechipping
- class_weights cannot be passed via config file as a tensor is expected
- CDL: cannot redownload additional years
- Add an initial version of WMSDataset
- Add support for Lightning Streaming Dataset
- Add methods for extracting true footprint for sampling valid data only
- Implements variably-sized caches in 'RasterDataset'
- Docs
- Python not yet supported