├── .flake8 ├── .github ├── SEMVER.md └── workflows │ ├── python-publish.yaml │ ├── python-release.yaml │ └── python-test.yaml ├── .gitignore ├── .isort.cfg ├── .pre-commit-config.yaml ├── CHANGELOG.md ├── LICENCE ├── README.md ├── Taskfile.yml ├── ci ├── __init__.py ├── changelog.py ├── commit_parser.py ├── pre_commit_command.sh ├── publish.sh └── readme.py ├── cli ├── __init__.py ├── model.py └── mpii.py ├── config ├── train.default.json ├── train.default.toml └── train.default.yaml ├── data ├── DATA.md ├── image.test.jpg └── test.image.jpg ├── docs ├── CONFIG.md └── HANDLERS.md ├── hourglass_tensorflow ├── __init__.py ├── handlers │ ├── __init__.py │ ├── _transformation.py │ ├── data.py │ ├── dataset.py │ ├── engines.py │ ├── meta.py │ ├── model.py │ └── train.py ├── layers │ ├── __init__.py │ ├── batch_norm_relu_conv.py │ ├── conv_batch_norm_relu.py │ ├── conv_block.py │ ├── downsampling.py │ ├── hourglass.py │ ├── residual.py │ └── skip.py ├── losses │ ├── __init__.py │ └── sigmoid_cross_entropy.py ├── metrics │ ├── __init__.py │ ├── correct_keypoints.py │ └── distance.py ├── models │ ├── __init__.py │ └── hourglass.py ├── types │ ├── __init__.py │ ├── config │ │ ├── __init__.py │ │ ├── data.py │ │ ├── dataset.py │ │ ├── fields.py │ │ ├── metadata.py │ │ ├── model.py │ │ └── train.py │ └── htf_data_types.py └── utils │ ├── __init__.py │ ├── _errors.py │ ├── object_logger.py │ ├── parsers │ ├── __init__.py │ ├── _parse_import.py │ ├── htf.py │ └── mpii.py │ ├── plots.py │ ├── sets │ └── __init__.py │ ├── tf.py │ └── writers.py ├── notebooks ├── 01 - Parsing MPII Dataset.ipynb ├── 02 - Prepare Data.ipynb └── __init__.py ├── poetry.lock ├── pyproject.toml ├── reports ├── REPORTS.md ├── coverage-badge.svg ├── flake8-badge.svg └── tests-badge.svg ├── requirements.dev.txt ├── requirements.txt ├── scripts ├── A_convert_data_to_htf.py ├── B_prepare_htf_data.py ├── C_train_model.py └── __init__.py └── tests ├── __init__.py ├── test_losses.py ├── test_metrics.py 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