├── README.md ├── checkpointing ├── __init__.py ├── binary.py ├── checkpointing.py ├── html.py ├── image.py ├── kaolin.py ├── mixin.py ├── rendering.py ├── report.py ├── report_log.py └── surface.py ├── datasets ├── __init__.py ├── create.py ├── mixin.py ├── model.py ├── patch_canonical.py ├── patch_global.py ├── pca_patch.py └── surface_map.py ├── differential ├── __init__.py └── differential.py ├── experiments └── overfit │ ├── bimba_ncs.json │ ├── bimba_nsm.json │ ├── bimba_pca.json │ ├── dragon_ncs.json │ ├── dragon_nsm.json │ └── dragon_pca.json ├── html └── visualization.html ├── loggers ├── __init__.py └── tensorboard.py ├── loops ├── __init__.py ├── modulating_loop.py ├── training_loop.py └── training_loop_gradient.py ├── losses ├── __init__.py ├── differential │ ├── __init__.py │ ├── distortion.py │ └── surface_map.py ├── domain │ ├── __init__.py │ ├── circle.py │ ├── square.py │ └── triangulation.py ├── domain_surface_map.py ├── mixin.py ├── mse.py ├── ssd.py └── surface_map.py ├── mains ├── experiment_configurator.py └── training.py ├── models ├── __init__.py ├── base_cnn_map.py ├── cnn_map.py ├── mlp.py ├── modules │ ├── __init__.py │ ├── activations.py │ ├── conv_block.py │ ├── convolutions.py │ ├── embeddings.py │ ├── interpolation.py │ ├── mlps.py │ └── utils.py └── neural_map.py ├── optimizers └── __init__.py ├── rendering ├── README.md ├── __init__.py ├── blenderInit.py ├── colors.py ├── config_parser.py ├── createArrow.py ├── initColorNode.py ├── invisibleGround.py ├── lookAt.py ├── readEdges.py ├── readOBJ.py ├── readPLY.py ├── recalculateNormals.py ├── renderImage.py ├── setCamera.py ├── setClamp_samples.py ├── setLight_ambient.py ├── setLight_area.py ├── setLight_point.py ├── setLight_sun.py ├── setLight_threePoints.py ├── setMat_VColor.py ├── setMat_VColorAO.py ├── setMat_edge.py ├── setMat_matcap.py ├── setMat_pointCloud.py ├── setMat_singleColor.py ├── setMat_texture.py ├── setMat_transparent.py ├── shadowThreshold.py └── subdivision.py ├── rendering_configs ├── any.json ├── bimba.json └── dragon.json ├── runners ├── __init__.py ├── checkpoint_runner.py ├── experiment_runner.py ├── generic_runner.py ├── main_runner.py ├── path_generator.py └── train_runner.py ├── schedulers ├── __init__.py ├── cosine.py └── single_cosine.py ├── scripts ├── __init__.py ├── compute_chamfer.py ├── fix_sample_nans.py ├── patches_function.py ├── process_patch_sample.py ├── process_surface_sample.py ├── slim.py └── visual_weights_processing.py ├── tasks ├── __init__.py ├── checkpointing │ ├── __init__.py │ ├── convolutional_surface.py │ ├── identity.py │ ├── pca_surface.py │ ├── surface.py │ └── surface_map.py └── training │ ├── __init__.py │ ├── convolutional_surface.py │ ├── identity.py │ ├── parametrization_map.py │ ├── pca_surface.py │ ├── surface.py │ └── surface_map.py └── utils ├── __init__.py ├── colors.py ├── distortion.py ├── io_files.py ├── io_image.py ├── io_mesh.py ├── mesh.py ├── mkdir.py ├── model_summary.py 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