# Load model directly
from transformers import AutoImageProcessor, AutoModel
processor = AutoImageProcessor.from_pretrained("BiliSakura/MaRS-Base-RGB")
model = AutoModel.from_pretrained("BiliSakura/MaRS-Base-RGB", device_map="auto")Quick Links
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}
}
- Downloads last month
- 10
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("feature-extraction", model="BiliSakura/MaRS-Base-RGB")