MVRL/satmaepp_ViT-L_pretrain_fmow_rgb

Model: SatMAE++ (https://arxiv.org/abs/2403.05419)

Variant: ViT-L_pretrain_fmow_rgb

Example Usage:

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)