metadata

license: odbl

How to use it

Install Dataset4EO

git clone --branch streaming https://github.com/EarthNets/Dataset4EO.git

pip install -e .

Then download the dataset from this Huggingface repo.

import dataset4eo as eodata
import time

train_dataset = eodata.StreamingDataset(input_dir="optimized_mmflood_sar_train", num_channels=3, shuffle=True, drop_last=True)
sample = dataset[101]
print(sample.keys())
print(sample["image"])        
print(sample["simage"].shape)
print(sample["label"])

We acknowledge and give full credit to the original authors of SpectralEarth for their effort in creating this dataset. The dataset is re-hosted in compliance with its original license to facilitate further research. Please cite the following paper for the creation of the dataset:

@article{montello2022mmflood,
  title={Mmflood: A multimodal dataset for flood delineation from satellite imagery},
  author={Montello, Fabio and Arnaudo, Edoardo and Rossi, Claudio},
  journal={IEEE Access},
  volume={10},
  pages={96774--96787},
  year={2022},
  publisher={IEEE}
}