├── ADLdemo.ipynb ├── LICENSE ├── PyTorch ├── README.md ├── configs │ ├── ADL_test.json │ └── ADL_train.json ├── inference.py ├── model │ ├── MODELS.py │ ├── adl_trainer.py │ ├── denoiser_trainer.py │ ├── discriminator_trainer.py │ ├── loss.py │ ├── metric.py │ └── trainer.py ├── requirements.txt ├── train.py └── utils │ ├── dataloader.py │ ├── dataloader_test.py │ ├── transform_collections.py │ └── util.py ├── README.md ├── TensorFlow ├── README.md ├── configs │ ├── ADL_test.json │ └── ADL_train.json ├── inference.py ├── model │ ├── adl_trainer.py │ ├── blocks.py │ ├── denoiser_trainer.py │ ├── discriminator_trainer.py │ ├── loss.py │ ├── lr.py │ ├── metrics.py │ ├── models.py │ └── trainer.py ├── pretrained_models │ └── RGB_model_WGN │ │ └── checkpoint-36 │ │ ├── keras_metadata.pb │ │ ├── saved_model.pb │ │ └── variables │ │ ├── variables.data-00000-of-00001 │ │ └── variables.index ├── requirements.txt ├── train.py └── util │ ├── DataLoader.py │ ├── DataLoader_colab.py │ ├── DataLoader_test.py │ └── utils.py └── figs ├── 2Dmedical.png ├── 2d.png ├── 3Dbrain.png ├── 3Dknee.png ├── Denoiser.PNG ├── adl_medical.png ├── blocks.PNG ├── brainADL.gif ├── cbsd68ADL.gif ├── discriminator.PNG ├── emADL.gif ├── gt-test015.png ├── gt-test015c.png ├── mribrain.png ├── noisy-test015.png ├── noisy-test015c.png ├── pytorch.png ├── skinADL.gif ├── test005_ADL.png ├── test005_ADLc.png ├── test005_SwinIR.png ├── test005_SwinIRc.png └── tf.png /ADLdemo.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mogvision/ADL/HEAD/ADLdemo.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/mogvision/ADL/HEAD/LICENSE -------------------------------------------------------------------------------- /PyTorch/README.md: 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