license: apache-2.0 | |
Model: SatMAE++ (https://arxiv.org/abs/2403.05419) | |
Variant: ViT-L_pretrain_fmow_rgb | |
Example Usage: | |
```python | |
from huggingface_hub import hf_hub_download | |
import torch | |
hf_hub_download("MVRL/satmaepp_ViT-L_pretrain_fmow_rgb", "model.py", local_dir=".") | |
from model import MaskedAutoencoderViT | |
model = MaskedAutoencoderViT.from_pretrained("MVRL/satmaepp_ViT-L_pretrain_fmow_rgb") | |
print(model.forward_encoder(torch.randn(1, 3, 224, 224), mask_ratio=0.0)[0].shape) | |
``` |