torchgeo
https://github.com/microsoft/torchgeo
Python
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
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Help out
- Issues
- Fix crashes from tensor truthiness and unhandled branches
- Security hardening: check_hash=True for weights
- Security hardening: checksum datasets by default
- Use timm for model registry
- Add progress indicator to download_url via requests+tqdm
- Add xBDDistShift dataset for disaster-based domain shift splits
- Models/universat
- Add Conv3dLSTM model
- Unet in olmoearth
- trainers: add support for Presto model in TemporalRegressionTask
- Docs
- Python not yet supported