DARPA CriticalMAAS Project

Release Description: Attention U-net model inference

Usage:

To use the Map Inference Tool, run the script with the necessary arguments:

python inference.py --mapPath "/path/to/your/map.hdf5" --jsonPath "/path/to/your/legends.json" --featureType Polygon --outputPath "/path/to/output/directory" --modelPath "/path/to/your/model.h5"

Dependencies:

• Python Libraries: argparse, math, os, numpy, rasterio, tensorflow, keras
• Custom Modules: data_util, h5Image, unet_util

Future Enhancements:

• Integration of georeferencing capabilities for output TIFF images.