torchgeo
https://github.com/microsoft/torchgeo
Python
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
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- Issues
- BigEarthNet - RuntimeError: Input type (torch.FloatTensor) and weight type (torch.cuda.FloatTensor) should be the same or input should be a MKLDNN tensor and weight is a dense tensor
- Add Temporal Transforms
- GlobalBuildingMap: add new dataset
- torchgeo reads dataset as all zeros while rasterio can read the contents
- Add datasets + samplers tutorial
- Add Crop Type Mapping tutorial
- [BUG] Usage of Dictionaries will cause a "Memory Leak" in Multi-Node Environment
- Add ChangeDetectionTask
- Add additional tutorials
- Custom disaster-based train/test splits for xView2 dataset
- Docs
- Python not yet supported