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rshf's Introduction

rshf

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

Installation:

pip install rshf

Example:

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)

Citations

Model Type Venue Citation
BioCLIP CVPR'24 link
CLIP ICML'21 link
CROMA NeurIPS'23 link
GeoCLAP BMVC'23 link
GeoCLIP NeurIPS'23 link
Presto link
Prithvi link
RemoteCLIP TGRS'23 link
RVSA TGRS'22 link
SatClip link
SatMAE NeurIPS'22 link
SatMAE++ CVPR'24 link
ScaleMAE ICCV'23 link
SINR ICML'23 link

List of models available here: Link

rshf's People

Contributors

vishu26 avatar

Stargazers

Nathan Jacobs avatar Senthil Kumar avatar avatar Dr. Elena Plekhanova avatar avatar avatar avatar Chenhui Zhang avatar Arnis Kadakovskis avatar Prayag avatar Nikolaos Dionelis, PhD avatar avatar Lucas B. Ferreira avatar Dimitris Mantas avatar Ryan Avery avatar Noah Golmant avatar R. Sahajpal avatar Kleanthis Karamvasis avatar Robin Cole avatar M. Usman Rafique avatar

Watchers

Kostas Georgiou avatar

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