├── README.md ├── assets └── base │ ├── sphere_sine128x5.pth │ └── sphere_sine256x5.pth ├── checkpoints └── pretrained_encdec.pth ├── configs ├── fit_sphere.txt ├── nlrpp_dtu.txt ├── nlrpp_dtu_meta.txt ├── nlrpp_dtu_metaspec.txt ├── nlrpp_nlr.txt ├── nlrpp_nlr_meta.txt └── nlrpp_nlr_metaspec.txt ├── data_processing ├── components │ ├── __init__.py │ ├── conversions.py │ └── pcd_io.py └── datasets │ ├── dataio.py │ ├── dataio_features.py │ ├── dataio_meta.py │ ├── dataio_sdf.py │ ├── image_view.py │ ├── multi_view_frame.py │ ├── multi_view_video.py │ ├── point_cloud_video.py │ └── procedural_shapes.py ├── environment.yml ├── experiment_scripts ├── __init__.py ├── pretrain_features.py ├── test_sdf_ibr.py ├── test_sdf_ibr_meta.py ├── train_sdf_ibr.py └── train_sdf_ibr_meta.py ├── loss_functions.py ├── meta_modules.py ├── modules.py ├── modules_sdf.py ├── modules_unet.py ├── scheduler.py ├── sdf_meshing.py ├── sdf_rendering.py ├── torchmeta ├── __init__.py ├── datasets │ ├── __init__.py │ ├── cifar100 │ │ ├── __init__.py │ │ ├── base.py │ │ ├── cifar_fs.py │ │ └── fc100.py │ ├── cub.py │ ├── doublemnist.py │ ├── helpers.py │ ├── miniimagenet.py │ ├── omniglot.py │ ├── tcga.py │ ├── tieredimagenet.py │ ├── triplemnist.py │ └── utils.py ├── modules │ ├── __init__.py │ ├── batchnorm.py │ ├── container.py │ ├── conv.py │ ├── linear.py │ ├── module.py │ ├── normalization.py │ └── utils.py ├── tests │ ├── __init__.py │ ├── test_dataloaders.py │ ├── test_prototype.py │ ├── test_splitters.py │ └── test_toy.py ├── toy │ ├── __init__.py │ ├── harmonic.py │ ├── helpers.py │ ├── sinusoid.py │ └── sinusoid_line.py ├── transforms │ ├── __init__.py │ ├── augmentations.py │ ├── categorical.py │ ├── splitters.py │ ├── target_transforms.py │ └── utils.py ├── utils │ ├── __init__.py │ ├── data │ │ ├── __init__.py │ │ ├── dataloader.py │ │ ├── dataset.py │ │ ├── sampler.py │ │ └── task.py │ ├── metrics.py │ └── prototype.py └── version.py ├── training.py └── utils ├── activations.py ├── camera_visualization.py ├── common_utils.py ├── diff_operators.py ├── error_metrics.py ├── idr ├── idr_ray_tracing.py └── rend_util.py ├── math_utils.py ├── math_utils_torch.py ├── ray_builder.py ├── utils_ibr.py ├── utils_meta.py └── utils_sdf.py /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexanderbergman7/metanlrpp/HEAD/README.md -------------------------------------------------------------------------------- /assets/base/sphere_sine128x5.pth: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/alexanderbergman7/metanlrpp/HEAD/assets/base/sphere_sine128x5.pth -------------------------------------------------------------------------------- /assets/base/sphere_sine256x5.pth: -------------------------------------------------------------------------------- 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