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Forked from Nattapon Jaroenchai / DARPA_proj
24 commits behind the upstream repository.
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Nattapon Jaroenchai authored
updated main for release

See merge request nj7/darpa_proj!1
34ab3228
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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.