torchgeo
https://github.com/microsoft/torchgeo
Python
TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data
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- Issues
- Remove default std normalization value in base class
- fix inconsistent patch size in dofa huge model
- Inconsistent patch size of DOFA huge model
- SSL4EO-S12: add automatic download support
- Trainers: support nn.Module as input
- Add SenBench-Biomass-S3 dataset from SentinelBench
- Add SenBench-AQ-NO2-S5P and SenBench-AQ-O3-S5P datasets from SentinelBench
- Add SenBench-LC100Cls-S3 dataset and SenBench-LC100Seg-S3 dataset from SentinelBench
- draft creating datasets for sentinelbench
- ObjectDetectionTask: support for non-RGB imagery (SAR, MSI, HSI)
- Docs
- Python not yet supported