├── .bumpversion.cfg ├── .dockerignore ├── .gitattributes ├── .gitignore ├── .travis.yml ├── CHANGELOG ├── CONTRIBUTING.md ├── Dockerfile.cpu ├── Dockerfile.gpu ├── ISR ├── __init__.py ├── assistant.py ├── models │ ├── __init__.py │ ├── cut_vgg19.py │ ├── discriminator.py │ ├── imagemodel.py │ ├── rdn.py │ └── rrdn.py ├── predict │ ├── __init__.py │ └── predictor.py ├── train │ ├── __init__.py │ └── trainer.py └── utils │ ├── __init__.py │ ├── datahandler.py │ ├── image_processing.py │ ├── logger.py │ ├── metrics.py │ ├── train_helper.py │ └── utils.py ├── LICENSE ├── README.md ├── config.yml ├── data └── input │ └── sample │ ├── baboon.png │ ├── meerkat.png │ └── sandal.jpg ├── figures ├── ISR-gans-vgg.png ├── ISR-reference.png ├── ISR-vanilla-RDN.png ├── RDB.png ├── RDN.png ├── RRDB.png ├── RRDN.jpg ├── baboon-compare.png ├── basket_comparison_SR_baseline.png ├── butterfly.png ├── butterfly_comparison_SR_baseline.png ├── sandal-compare.png └── temple_comparison.png ├── mkdocs ├── README.md ├── autogen.py ├── build_docs.sh ├── docs │ ├── img │ │ ├── favicon.ico │ │ └── logo.svg │ └── tutorials │ │ ├── docker.md │ │ ├── prediction.md │ │ └── training.md ├── mkdocs.yml └── run_docs.sh ├── notebooks ├── ISR_Assistant.ipynb ├── ISR_Prediction_Tutorial.ipynb └── ISR_Traininig_Tutorial.ipynb ├── pypi.sh ├── scripts ├── entrypoint.sh └── setup.sh ├── setup.cfg ├── setup.py ├── tests ├── assistant │ └── test_assistant.py ├── data │ └── config.yml ├── models │ └── test_models.py ├── predict │ └── test_predict.py ├── train │ └── test_trainer.py └── utils │ ├── test_datahandler.py │ ├── test_metrics.py │ ├── test_trainer_helper.py │ └── test_utils.py └── weights └── sample_weights ├── README.md ├── rdn-C3-D10-G64-G064-x2 └── PSNR-driven │ ├── rdn-C3-D10-G64-G064-x2_PSNR_epoch134.hdf5 │ └── session_config.yml ├── rdn-C6-D20-G64-G064-x2 ├── ArtefactCancelling │ ├── rdn-C6-D20-G64-G064-x2_ArtefactCancelling_epoch219.hdf5 │ └── session_config.yml └── PSNR-driven │ ├── 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