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wangyi111/
Copernicus-FM

Name: Copernicus-FM
Availability: InStock

image-feature-extraction

wangyi111/Copernicus-Pretrain

wangyi111/Copernicus-Bench

2503.11849

cc-by-4.0

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Model Card for Copernicus-FM

Copernicus-FM is an extension of the DOFA foundation model, able to process any spectral or non-spectral sensor modality using extended dynamic hypernetworks and flexible metadata encoding. The model is pretrained on the Copernicus-Pretrain dataset with masked image modeling and continual distillation.

Model Description

Uses

Related Sources

Repository: https://github.com/zhu-xlab/Copernicus-FM
Paper: https://arxiv.org/abs/2503.11849

Citation

bibtex

@misc{wang2025unifiedcopernicusfoundationmodel,
      title={Towards a Unified Copernicus Foundation Model for Earth Vision}, 
      author={Yi Wang and Zhitong Xiong and Chenying Liu and Adam J. Stewart and Thomas Dujardin and Nikolaos Ioannis Bountos and Angelos Zavras and Franziska Gerken and Ioannis Papoutsis and Laura Leal-Taixé and Xiao Xiang Zhu},
      year={2025},
      eprint={2503.11849},
      archivePrefix={arXiv},
      primaryClass={cs.CV},
      url={https://arxiv.org/abs/2503.11849}, 
}

wangyi111/Copernicus-FM