├── .gitattributes ├── .gitignore ├── .gitmodules ├── LICENSE ├── README.md ├── config ├── data_config.cfg ├── nerf │ └── base.cfg ├── offsets_surfs │ ├── base_1.cfg │ ├── base_3.cfg │ ├── base_5.cfg │ ├── base_7.cfg │ └── base_9.cfg ├── paths_config.cfg ├── surf │ ├── base.cfg │ └── base_peaked.cfg ├── train_config.cfg └── volsurfs │ ├── base_1.cfg │ ├── base_3.cfg │ ├── base_5.cfg │ ├── base_7.cfg │ └── base_9.cfg ├── cpp ├── CMakeLists.txt ├── include │ ├── OccupancyGrid.cuh │ ├── PyBridge.h │ ├── RaySampler.cuh │ ├── RaySamplesPacked.cuh │ ├── UtilsPytorch.h │ └── VolumeRendering.cuh ├── kernels │ ├── OccupancyGridGPU.cuh │ ├── RaySamplerGPU.cuh │ ├── RaySamplesPackedGPU.cuh │ ├── VolumeRenderingGPU.cuh │ ├── helper_math.h │ ├── mat3.h │ ├── mat4.h │ ├── occ_grid_helpers.h │ └── pcg32.h └── src │ ├── OccupancyGrid.cu │ ├── PyBridge.cxx │ ├── RaySampler.cu │ ├── RaySamplesPacked.cu │ └── VolumeRendering.cu ├── imgs └── teaser.png ├── pyproject.toml ├── requirements.txt ├── scripts ├── download │ ├── blender.sh │ ├── custom.sh │ ├── dtu.sh │ └── shelly.sh ├── nerf.sh ├── offsets_surfs.sh ├── surf.sh ├── train.sh ├── train_all_custom.sh ├── train_all_shelly.sh └── volsurfs.sh ├── setup.py └── volsurfs ├── __init__.py ├── activations └── truncated_exp.py ├── baker.py ├── callbacks ├── __init__.py ├── callback.py ├── callback_utils.py ├── state_callback.py ├── training_state.py └── wandb_callback.py ├── encodings ├── __init__.py ├── encoder.py ├── frequency.py ├── gridhash.py ├── identity.py ├── permutohash.py ├── sphericalgaussians.py └── sphericalharmonics.py ├── methods ├── __init__.py ├── base_method.py ├── nerf.py ├── offsets_surfs.py ├── surf.py └── volsurfs.py ├── models ├── __init__.py ├── color_sh.py ├── density.py ├── lipshitz_mlp.py ├── mlp.py ├── nerfhash.py ├── neural_texture.py ├── offsets_sdf.py ├── rgb.py ├── sdf.py └── sh_neural_textures.py ├── params ├── __init__.py ├── cmd_params.py ├── data_params.py ├── hyper_params.py ├── params.py ├── paths_params.py └── train_params.py ├── renderers ├── __init__.py ├── base_renderer.py ├── mesh_renderer.py └── volsurfs_renderer.py ├── schedulers ├── __init__.py ├── linearlr.py ├── multisteplr.py └── warmup.py ├── trainer.py ├── utils ├── __init__.py ├── background.py ├── common.py ├── debug.py ├── encoder.py ├── evaluation.py ├── fields_utils.py ├── logistic_distribution.py ├── losses.py ├── math.py ├── mesh_extraction.py ├── mesh_from_depth.py ├── mesh_loaders.py ├── nerf_utils.py ├── occupancy_grid.py ├── offsets_utils.py ├── plotting_2d.py ├── plotting_3d.py ├── points.py ├── postprocessing.py ├── raycasting.py ├── rendering.py ├── sampling.py ├── sdf_utils.py ├── sdfs_utils.py ├── sphere_tracing.py ├── texture_extraction.py ├── training.py ├── visualization.py └── volsurfs_utils.py ├── viewer ├── __init__.py ├── orbit_camera.py └── viewer.py ├── visualizer.py └── volume_rendering ├── __init__.py ├── volume_rendering_funcs.py └── volume_rendering_modules.py /.gitattributes: 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