├── .github └── workflows │ └── python-publish.yml ├── .gitignore ├── LICENSE ├── README.md ├── configs ├── _base_ │ └── default_runtime.py └── resnet │ ├── README.md │ ├── resnet50_1xb16_bp_rppg.py │ └── resnet50_4xb128_bp_ppg.py ├── deep_vital ├── __init__.py ├── datasets │ ├── __init__.py │ ├── ppg_signal_dataset.py │ ├── rppg_signal_dataset.py │ └── transforms │ │ ├── __init__.py │ │ └── formatting.py ├── engine │ ├── __init__.py │ └── hooks │ │ ├── __init__.py │ │ └── val_loss.py ├── evaluation │ ├── __init__.py │ └── metrics │ │ ├── __init__.py │ │ ├── bland_altman_plot.py │ │ └── mae.py ├── models │ ├── __init__.py │ ├── backbones │ │ ├── __init__.py │ │ ├── lstm.py │ │ └── resnet_1d.py │ ├── blood_pressure │ │ ├── __init__.py │ │ ├── bp_lstm.py │ │ └── bp_resnet.py │ ├── data_processors │ │ ├── __init__.py │ │ └── data_processor.py │ ├── heads │ │ ├── __init__.py │ │ └── dense_head.py │ ├── losses │ │ ├── __init__.py │ │ └── mse_loss.py │ └── necks │ │ ├── __init__.py │ │ └── ap.py ├── registry.py ├── requirements │ └── runtime.txt ├── structures │ ├── __init__.py │ └── data_sample.py ├── version.py └── visualization │ ├── __init__.py │ ├── utils.py │ └── visualizer.py ├── setup.py └── tools ├── dist_train.sh ├── split_data_from_h5.py ├── test.py └── train.py /.github/workflows/python-publish.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wang-tf/deep_vital/HEAD/.github/workflows/python-publish.yml -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wang-tf/deep_vital/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wang-tf/deep_vital/HEAD/LICENSE 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-------------------------------------------------------------------------------- /deep_vital/datasets/ppg_signal_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wang-tf/deep_vital/HEAD/deep_vital/datasets/ppg_signal_dataset.py -------------------------------------------------------------------------------- /deep_vital/datasets/rppg_signal_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wang-tf/deep_vital/HEAD/deep_vital/datasets/rppg_signal_dataset.py -------------------------------------------------------------------------------- /deep_vital/datasets/transforms/__init__.py: -------------------------------------------------------------------------------- 1 | from .formatting import PackInputs -------------------------------------------------------------------------------- /deep_vital/datasets/transforms/formatting.py: 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.metrics import * -------------------------------------------------------------------------------- /deep_vital/evaluation/metrics/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wang-tf/deep_vital/HEAD/deep_vital/evaluation/metrics/__init__.py -------------------------------------------------------------------------------- /deep_vital/evaluation/metrics/bland_altman_plot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wang-tf/deep_vital/HEAD/deep_vital/evaluation/metrics/bland_altman_plot.py -------------------------------------------------------------------------------- /deep_vital/evaluation/metrics/mae.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wang-tf/deep_vital/HEAD/deep_vital/evaluation/metrics/mae.py 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-------------------------------------------------------------------------------- https://raw.githubusercontent.com/wang-tf/deep_vital/HEAD/deep_vital/models/backbones/resnet_1d.py -------------------------------------------------------------------------------- /deep_vital/models/blood_pressure/__init__.py: -------------------------------------------------------------------------------- 1 | from .bp_resnet import BPResNet1D -------------------------------------------------------------------------------- /deep_vital/models/blood_pressure/bp_lstm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/wang-tf/deep_vital/HEAD/deep_vital/models/blood_pressure/bp_lstm.py -------------------------------------------------------------------------------- /deep_vital/models/blood_pressure/bp_resnet.py: -------------------------------------------------------------------------------- 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