torchgeo
https://github.com/microsoft/torchgeo
Python
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
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- Issues
- [WIP] NEON species benchmark data
- weighted geo sampler
- NLCD2016 Tree Canopy
- fix SeCo transforms
- Add BinarySemanticSegmentationTask to properly compute IoU
- Add DistributedGeoSamplers
- Load Segmentation Trainer Weights
- GeoDataset is not well-suited to datasets with multiple CRSes
- ArcGIS Pro support
- Inconsistencies between handling of bands in datasets
- Docs
- Python not yet supported