├── ChamferDistancePytorch ├── .gitignore ├── LICENSE ├── README.md ├── chamfer2D │ ├── chamfer2D.cu │ ├── chamfer_cuda.cpp │ ├── dist_chamfer_2D.py │ └── setup.py ├── chamfer3D │ ├── chamfer3D.cu │ ├── chamfer_cuda.cpp │ ├── dist_chamfer_3D.py │ └── setup.py ├── chamfer5D │ ├── chamfer5D.cu │ ├── chamfer_cuda.cpp │ ├── dist_chamfer_5D.py │ └── setup.py ├── chamfer6D │ ├── chamfer6D.cu │ ├── chamfer_cuda.cpp │ ├── dist_chamfer_6D.py │ └── setup.py ├── chamfer_python.py ├── fscore.py └── unit_test.py ├── LICENSE ├── NDF_combine.py ├── README.md ├── configs ├── __pycache__ │ ├── config_loader.cpython-36.pyc │ └── config_loader.cpython-38.pyc ├── config_loader.py ├── example1.txt └── example2.txt ├── dataprocessing ├── __pycache__ │ ├── boundary_sampling.cpython-36.pyc │ ├── boundary_sampling.cpython-38.pyc │ ├── convert_to_scaled_off.cpython-36.pyc │ ├── convert_to_scaled_off.cpython-38.pyc │ ├── voxelized_pointcloud_sampling.cpython-36.pyc │ └── voxelized_pointcloud_sampling.cpython-38.pyc ├── boundary_sampling.py ├── convert_to_scaled_off.py ├── create_split.py ├── preprocess.py └── voxelized_pointcloud_sampling.py ├── environment.yml ├── generate.py ├── models ├── __init__.py ├── __pycache__ │ ├── __init__.cpython-36.pyc │ ├── __init__.cpython-38.pyc │ ├── generation.cpython-36.pyc │ ├── generation.cpython-38.pyc │ ├── local_model.cpython-36.pyc │ ├── local_model.cpython-38.pyc │ ├── training.cpython-36.pyc │ └── training.cpython-38.pyc ├── data │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-36.pyc │ │ ├── __init__.cpython-38.pyc │ │ ├── dataloader_garments.cpython-36.pyc │ │ ├── voxelized_data_shapenet.cpython-36.pyc │ │ └── voxelized_data_shapenet.cpython-38.pyc │ └── voxelized_data_shapenet.py ├── generation.py ├── local_model.py └── training.py ├── ndf_postprocess.mlx ├── renderer.py ├── slurm_scripts ├── out │ └── .gitkeep └── run_preprocessing.sh ├── teaser.jpg ├── train.py ├── trainers ├── __pycache__ │ ├── base_trainer.cpython-36.pyc │ ├── implicit_deform.cpython-36.pyc │ ├── implicit_deform_3D.cpython-36.pyc │ └── nf_sdf_trainer_3D.cpython-36.pyc ├── base_trainer.py ├── implicit_deform.py ├── implicit_deform_2D.py ├── implicit_deform_3D.py ├── losses │ ├── __pycache__ │ │ ├── eikonal_loss.cpython-36.pyc │ │ ├── eikonal_loss.cpython-38.pyc │ │ ├── filtering_losses.cpython-36.pyc │ │ ├── filtering_losses.cpython-38.pyc │ │ └── implicit_thin_shell_losses.cpython-36.pyc │ ├── eikonal_loss.py │ ├── filtering_losses.py │ └── implicit_thin_shell_losses.py ├── nf_sdf_trainer_3D.py ├── smooth_sharpen.py ├── smooth_sharpen_3D.py └── utils │ ├── __pycache__ │ ├── diff_ops.cpython-36.pyc │ ├── diff_ops.cpython-38.pyc │ ├── igp_utils.cpython-36.pyc │ ├── igp_utils.cpython-38.pyc │ ├── o3d_deformation.cpython-36.pyc │ ├── utils.cpython-36.pyc │ └── vis_utils.cpython-36.pyc │ ├── diff_ops.py │ ├── igp_utils.py │ ├── o3d_deformation.py │ ├── utils.py │ └── vis_utils.py └── utils.py 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