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README.md
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- multitemporal
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library_name: pytorch
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datasets:
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---
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## Download
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## 🚀 Getting started
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Prerequisites:
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- Fetch [Dataset splits](https://huggingface.co/IGNF/MAESTRO_FLAIR-HUB_base/tree/main/dataset_splits) and move them to each dataset directory
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- Fetch [model weights](./MAESTRO_FLAIR-HUB_base/checkpoints/pretrain-epoch=99.ckpt) and move them into `/path/to/experiments/MAESTRO_FLAIR-HUB_base/checkpoints/`
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- Fetch [model configuration](./MAESTRO_FLAIR-HUB_base/.hydra/config_resolved.yaml) and move it into `/path/to/experiments/MAESTRO_FLAIR-HUB_base/.hydra/`
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If you use this model, please cite:
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```bibtex
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@
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title={MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data},
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author={Labatie, Antoine and Vaccaro, Michael and Lardiere, Nina and Garioud, Anatol and Gonthier, Nicolas},
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year={
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}
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```
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- multitemporal
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library_name: pytorch
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datasets:
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- ignf/flair-hub
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---
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## Download
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## 🚀 Getting started
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Prerequisites:
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- Clone MAESTRO's [code repository](https://github.com/ignf/maestro)
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- Fetch [Dataset splits](https://huggingface.co/IGNF/MAESTRO_FLAIR-HUB_base/tree/main/dataset_splits) and move them to each dataset directory
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- Fetch [model weights](./MAESTRO_FLAIR-HUB_base/checkpoints/pretrain-epoch=99.ckpt) and move them into `/path/to/experiments/MAESTRO_FLAIR-HUB_base/checkpoints/`
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- Fetch [model configuration](./MAESTRO_FLAIR-HUB_base/.hydra/config_resolved.yaml) and move it into `/path/to/experiments/MAESTRO_FLAIR-HUB_base/.hydra/`
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If you use this model, please cite:
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```bibtex
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@inproceedings{labatie2026maestro,
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title={MAESTRO: Masked AutoEncoders for Multimodal, Multitemporal, and Multispectral Earth Observation Data},
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author={Labatie, Antoine and Vaccaro, Michael and Lardiere, Nina and Garioud, Anatol and Gonthier, Nicolas},
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booktitle={Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
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year={2026}
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}
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```
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