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Partial Convolution and image inpainting for synthetic maps

  1. Git clone the project
  2. Run python3 map_generation.py to generate synthetic map database
  3. Run python3 patch_generation.py to generate masks for ground truth images
  4. Run python3 train.py for training. This takes approximately 8 hours to generate results with the default parameters set in model

References

Image Inpainting for Irregular Holes Using Partial Convolutions