Metadata-Version: 2.1
Name: rshf
Version: 0.0.5
Summary: RS pretrained models in huggingface style
Home-page: https://github.com/mvrl/rshf
Author: Srikumar Sastry
Author-email: s.sastry@wustl.edu
Keywords: Remote Sensing,Huggingface
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.11
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: torch==2.3.0
Requires-Dist: timm==1.0.3
Requires-Dist: numpy==1.26.4
Requires-Dist: huggingface_hub==0.23.1
Requires-Dist: einops==0.8.0
Requires-Dist: transformers==4.41.1
Requires-Dist: open_clip_torch==2.24.0

# rshf
### Remote sensing pretrained models easy loading using huggingface -- PyTorch (for fast benchmarking)

### Installation:
```bash
pip install rshf
```

### Example:
```python
from rshf.satmae import SatMAE
model = SatMAE.from_pretrained("MVRL/satmae-vitlarge-fmow-pretrain-800")
print(model.forward_encoder(torch.randn(1, 3, 224, 224), mask_ratio=0.0)[0].shape)
```

### List of models available here: [Link](https://huggingface.co/collections/MVRL/remote-sensing-foundation-models-664e8fcd67d8ca8c03f42d00)
