rshf

Name	rshf JSON
Version	0.0.5 JSON
	download
home_page	https://github.com/mvrl/rshf
Summary	RS pretrained models in huggingface style
upload_time	2024-05-29 16:51:35
maintainer	None
docs_url	None
author	Srikumar Sastry
requires_python	>=3.11
license	None
keywords	remote sensing huggingface
VCS
bugtrack_url
requirements	torch timm numpy huggingface_hub einops transformers open_clip_torch
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            # 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)

            

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