Instructions to use BiliSakura/MaRS-Base-RGB with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use BiliSakura/MaRS-Base-RGB with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="BiliSakura/MaRS-Base-RGB")# Load model directly from transformers import AutoImageProcessor, AutoModel processor = AutoImageProcessor.from_pretrained("BiliSakura/MaRS-Base-RGB") model = AutoModel.from_pretrained("BiliSakura/MaRS-Base-RGB") - Notebooks
- Google Colab
- Kaggle
source code: https://github.com/WanderRainy/MaRS
Reference
@inproceedings{yang2026mars,
title={MaRS: A Multi-Modality Very-High-Resolution Remote Sensing Foundation Model with Cross-Granularity Meta-Modality Learning},
author={Ruoyu Yang and Yinhe Liu and Heng Yan and Yiheng Zhou and Yihan Fu and Han Luo and Yanfei Zhong},
booktitle={AAAI Conference on Artificial Intelligence},
year={2026}
}
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