torchgeo
https://github.com/microsoft/torchgeo
Python
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
Triage Issues!
When you volunteer to triage issues, you'll receive an email each day with a link to an open issue that needs help in this project. You'll also receive instructions on how to triage issues.
Triage Docs!
Receive a documented method or class from your favorite GitHub repos in your inbox every day. If you're really pro, receive undocumented methods or classes and supercharge your commit history.
Python not yet supported1 Subscribers
Add a CodeTriage badge to torchgeo
Help out
- Issues
- Add BalancedRandomGeoSampler balancing positives and negatives
- Add support for Lightning Streaming Dataset
- Add methods for extracting true footprint for sampling valid data only
- Support additional SatlasPretrain models.
- Datamodule augmentation defaults
- Benchmarking of all pre-trained weights
- Easier way to use Data Processing steps outside of datamodule
- Incompatible image size with RandomGeoSampler
- Sentinel2 Dataset behavior
- RandomGeoSampler does not work with flipped geotifs
- Docs
- Python not yet supported