torchgeo
https://github.com/microsoft/torchgeo
Python
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
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- Issues
- transforms: kornia -> torchvision?
- BigEarthNet: only download required bands
- Broadcast error on instance segmentation when some geoms aren't burnt on raster
- Avoid CenterCrop in data modules
- PASTIS with SemanticSegmentationTask results in expected input[1, 610, 128, 128] to have 10 channels, but got 610 channels instead
- Model Exporting (.pt2)
- Expose `keepdim` parameter for `torchgeo.transforms.indices`
- Dynamic Z-score normalisation and mixed resolution training for sensor agnostic models
- feat: add TileDataset and tile samplers for patch sampling
- CropHarvest: add test split and update version
- Docs
- Python not yet supported