├── .ipynb_checkpoints └── downloader-checkpoint.ipynb ├── Fastai training.ipynb ├── README.md ├── docs ├── flood_mapping_instructions.md ├── paper.md └── setup.md ├── downloader.ipynb ├── figures ├── Graphical_Abstract.png ├── fastai_unet_all_pr_curves_2.png ├── results_plot_28.png ├── results_plot_34.png ├── unet_all_pr_curves.png └── xnet_all_pr_curves.png ├── naive_segmentation ├── UNet.py ├── XNet.py ├── configs │ └── config_example.yaml ├── deep_UNet.py ├── model_inference.py └── model_training.py └── requirements.txt /.ipynb_checkpoints/downloader-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/UNITAR-UNOSAT/UNOSAT-AI-Based-Rapid-Mapping-Service/HEAD/.ipynb_checkpoints/downloader-checkpoint.ipynb -------------------------------------------------------------------------------- /Fastai training.ipynb: -------------------------------------------------------------------------------- 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