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  license: cc-by-4.0
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  datasets:
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  - wangyi111/Copernicus-Pretrain
 
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  tags:
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  - earth-observation
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  - remote-sensing
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  - sentinel
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  - foundation-model
 
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  ---
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  # Model Card for Copernicus-FM
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  <!-- Provide a quick summary of what the model is/does. -->
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- Copernicus-FM is an extension of the [DOFA](https://github.com/zhu-xlab/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.
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  ## Model Details
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  <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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  **BibTeX:**
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-
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- [More Information Needed]
 
 
 
 
 
 
 
 
 
 
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  license: cc-by-4.0
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  datasets:
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  - wangyi111/Copernicus-Pretrain
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+ - wangyi111/Copernicus-Bench
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  tags:
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  - earth-observation
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  - remote-sensing
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  - sentinel
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  - foundation-model
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+ pipeline_tag: image-feature-extraction
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  ---
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  # Model Card for Copernicus-FM
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  <!-- Provide a quick summary of what the model is/does. -->
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+ [Copernicus-FM](https://github.com/zhu-xlab/Copernicus-FM) is an extension of the [DOFA](https://github.com/zhu-xlab/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.
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  ## Model Details
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  <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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  **BibTeX:**
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+ ```bibtex
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+ @misc{wang2025unifiedcopernicusfoundationmodel,
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+ title={Towards a Unified Copernicus Foundation Model for Earth Vision},
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+ 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},
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+ year={2025},
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+ eprint={2503.11849},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CV},
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+ url={https://arxiv.org/abs/2503.11849},
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+ }
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+ ```