torchgeo
https://github.com/microsoft/torchgeo
Python
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
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- Issues
- Trainers: support binary, multiclass, and multilabel tasks
- Multiclass Classification: assert num_classes >=2
- Remove logging of figures
- Adding custom dataset for multiclassification
- What values are being "clipped to the interval [0, 98]"
- Support logging figures to multiple loggers
- SemanticSegmentationTask: add class-wise metrics
- Support classwise metrics
- VHR10 uses 'masks' as data_key, not 'mask'
- Store notebooks as python files using jupytext
- Docs
- Python not yet supported