├── .devcontainer └── devcontainer.json ├── .dockerignore ├── .env_example ├── .flake8 ├── .github └── workflows │ ├── cicd.yaml │ ├── gh-pages.yml │ └── predict-for-lidar-prod-optimization.yml ├── .gitignore ├── .pre-commit-config.yaml ├── CHANGELOG.md ├── Dockerfile ├── LICENSE ├── README.md ├── __init__.py ├── configs ├── callbacks │ ├── default.yaml │ └── finetuning.yaml ├── config.yaml ├── datamodule │ ├── hdf5_datamodule.yaml │ └── transforms │ │ ├── augmentations │ │ ├── heavy.yaml │ │ ├── light.yaml │ │ └── none.yaml │ │ ├── default.yaml │ │ ├── normalizations │ │ └── default.yaml │ │ └── preparations │ │ ├── fixed_num_points.yaml │ │ └── points_budget.yaml ├── dataset_description │ ├── 20220204_BuildingValidation_and_Ground.yaml │ ├── 20220607_151_dalles_proto.yaml │ └── 20230601_lidarhd_pacasam_dataset.yaml ├── experiment │ ├── DebugFineTune.yaml │ ├── RandLaNet-Overfit.yaml │ ├── RandLaNetDebug.yaml │ ├── RandLaNet_base_run_FR-2x3GPUs.yaml │ ├── RandLaNet_base_run_FR-MultiGPU.yaml │ ├── RandLaNet_base_run_FR-SQRTOfInverseFreqencyClassWeighting.yaml │ ├── RandLaNet_base_run_FR.yaml │ ├── predict.yaml │ └── test.yaml ├── hydra │ └── default.yaml ├── logger │ ├── comet.yaml │ └── csv.yaml ├── model │ ├── criterion │ │ ├── CrossEntropyLoss.yaml │ │ └── WeightedCrossEntropyLoss.yaml │ ├── default.yaml │ ├── lr_scheduler │ │ ├── OneCycleLR.yaml │ │ └── ReduceLROnPlateau.yaml │ ├── optimizer │ │ ├── Adam.yaml │ │ ├── AdamW.yaml │ │ └── SGD.yaml │ └── pyg_randla_net_model.yaml ├── predict │ └── default.yaml ├── task │ └── default.yaml └── trainer │ └── default.yaml ├── docs ├── Makefile └── source │ ├── _static │ └── .git-keep │ ├── apidoc │ ├── configs.rst │ ├── default_config.yml │ ├── myria3d.callbacks.rst │ ├── myria3d.model.rst │ ├── myria3d.models.modules.rst │ ├── myria3d.pctl.rst │ ├── myria3d.utils.rst │ └── scripts.rst │ ├── background │ ├── general_design.md │ └── interpolation.md │ ├── conf.py │ ├── guides │ ├── development.md │ └── train_new_model.md │ ├── index.rst │ ├── introduction.md │ └── tutorials │ ├── install_on_linux.md │ ├── install_on_wsl2.md │ ├── make_predictions.md │ └── prepare_dataset.md ├── environment.yml ├── myria3d ├── __init__.py ├── _version.py ├── callbacks │ ├── __init__.py │ ├── comet_callbacks.py │ ├── finetuning_callbacks.py │ └── metric_callbacks.py ├── models │ ├── __init__.py │ ├── interpolation.py │ ├── model.py │ └── modules │ │ ├── __init__.py │ │ └── pyg_randla_net.py ├── pctl │ ├── __init__.py │ ├── dataloader │ │ ├── __init__.py │ │ └── dataloader.py │ ├── datamodule │ │ ├── __init__.py │ │ └── hdf5.py │ ├── dataset │ │ ├── __init__.py │ │ ├── hdf5.py │ │ ├── iterable.py │ │ ├── toy_dataset.py │ │ └── utils.py │ ├── points_pre_transform │ │ ├── __init__.py │ │ └── lidar_hd.py │ └── transforms │ │ ├── __init__.py │ │ ├── compose.py │ │ └── transforms.py ├── predict.py ├── train.py └── utils │ ├── __init__.py │ └── utils.py ├── pyproject.toml ├── run.py ├── tests ├── conftest.py ├── data │ ├── single-point-cloud.laz │ └── toy_dataset_src │ │ ├── 862000_6652000.classified_toy_dataset.100mx100m.las │ │ └── toy_dataset_split.csv ├── myria3d │ ├── models │ │ ├── modules │ │ │ ├── __init__.py │ │ │ └── test_randla_nets.py │ │ └── test_model.py │ ├── pctl │ │ ├── dataset │ │ │ └── test_utils.py │ │ └── transforms │ │ │ └── test_transforms.py │ └── test_train_and_predict.py └── runif.py └── trained_model_assets ├── __init__.py ├── placeholder.env ├── proto151_V2.0_epoch_100_Myria3DV3.1.0.ckpt └── proto151_V2.0_epoch_100_Myria3DV3.1.0_predict_config_V3.7.0.yaml /.devcontainer/devcontainer.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/IGNF/myria3d/HEAD/.devcontainer/devcontainer.json -------------------------------------------------------------------------------- /.dockerignore: -------------------------------------------------------------------------------- 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