├── .gitignore ├── LICENSE ├── README.md ├── __init__.py ├── combined_evaluation_result.pkl ├── config ├── sample_email_config.yaml └── training_config.yaml ├── images ├── PSNR_hist.jpg ├── SSIM_hist.jpg ├── TensorBoard_Distribution.png ├── TensorBoard_Graph.png ├── TensorBoard_Hist.png ├── TensorBoard_Loss.png ├── UNet2D2D.png ├── best_reconstructed_images.jpg ├── docker_prediction_UNet2D2D.jpg ├── docker_prediction_all.jpg ├── experiment_result.png ├── network_summaries.png └── worst_reconstructed_images.jpg ├── jupyter_notebooks ├── calculate_metrics.ipynb ├── combine_metrics.ipynb ├── combine_plots.ipynb ├── docker_prediction.ipynb ├── network_result_visualiztion.ipynb ├── network_summaries.ipynb └── split_train_test_validation_data.py ├── layers ├── __init__.py ├── dropblock.py └── instancenormalization.py ├── loss ├── __init__.py └── custom_loss.py ├── metrics ├── __init__.py └── custom_metrics.py ├── models ├── UNet2D1D.py ├── UNet2D2D.py ├── UNet3D.py ├── UNet3D_old.py └── 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