torchgeo
https://github.com/microsoft/torchgeo
Python
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
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- Issues
- GridGeoSampler on areas smaller than patch size
- Add stitching utilities
- Datamodules that have fixed train/val/test should allow for easy subsampling of train
- Glossary: "tile" term is prone to confusion
- Object Detection: Add support for pretrained `weights`
- support for non bbox roi in sampler
- DataModules: rename split parameters
- Stitching feature request: Transform non-geospatial model inference back into geospatial space.
- Maxar imagery dataset
- Improvements to spectral indices
- Docs
- Python not yet supported