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Data

Data is not stored in this repository to keep the size of the repository small. You can download the 3d meshes from darioizzo/geodesyNets/3dmeshes. They should be copied inside the 3dmeshes folder. 3D meshes with _raw in the name are the original meshes, and they must be processed with the mascon_cube.data.mesh.convert_mesh function.

To generate the ground-truth mascon models, you can use the mascon_cube.data.mesh.mesh_to_gt function. You can run scripts/generate_ground_truth.py to generate all the ground-truth mascon models used in the paper; remember to copy the 3D meshes in the 3dmeshes folder before running the script.

The structure of the generated ground-truth mascon models is as follows:

groun_truths/
├── gt_name_1/
│   ├── mascon_model_uniform.pk     # uniform mascon model
│   ├── mascon_model.pk             # mascon model
│   ├── mesh.pk                     # 3D mesh
│   ├── plot_xy.png                 # 2D plot of the xy plane   
│   ├── plot_xz.png                 # 2D plot of the xz plane    
│   ├── plot_yz.png                 # 2D plot of the yz plane
│   └── plot.png                    # 3D plot of the mascon model
...