├── .gitignore ├── LICENSE ├── README.md ├── config ├── augmentation.json ├── plot_acc.json ├── plot_loss.json ├── training.json └── unet.json ├── data └── iccv09Data.tar.gz ├── environment.yml ├── notebooks ├── .ipynb_checkpoints │ ├── Plotting acc val-checkpoint.ipynb │ ├── data_exploration-checkpoint.ipynb │ └── unet-checkpoint.py ├── Plotting acc val.ipynb └── exploration.ipynb ├── pictures ├── conv.png ├── overlap-tile-strategy.png ├── result │ ├── accuracy_loss_plot.png │ ├── raw_data1.png │ ├── raw_data2.png │ ├── raw_data3.png │ ├── raw_data_wlabels.png │ ├── raw_data_wlabels1.png │ ├── result_epoch01.png │ ├── result_epoch02.png │ ├── result_epoch03.png │ ├── result_epoch04.png │ ├── result_epoch05.png │ ├── result_epoch06.png │ ├── result_epoch07.png │ ├── result_epoch08.png │ ├── result_epoch09.png │ ├── result_epoch1.png │ ├── result_epoch10.png │ ├── result_epoch20.png │ ├── result_epoch30.png │ ├── result_epoch40.png │ ├── result_epoch50.png │ └── results.gif ├── u-net-architecture.png └── up-conv.png ├── plots ├── acc.html ├── loss.html ├── plotting.py ├── train_MSE.csv ├── train_acc.csv ├── train_f1.csv ├── train_loss.csv ├── val_MSE.csv ├── val_acc.csv ├── val_f1.csv └── val_loss.csv └── src ├── __init__.py ├── data_generator.py ├── load_weight_and_test_other_images.py ├── load_weights_and_test.py ├── metrics.py ├── processing.py ├── train_unet.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/notha99y/UNet/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/notha99y/UNet/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 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