├── .gitignore ├── LICENSE ├── README.md ├── inria_submit.py ├── lib ├── augmentations.py ├── common.py ├── datasets │ ├── Inria.py │ ├── dsb2018.py │ └── shapes.py ├── losses.py ├── metrics.py ├── models │ ├── afterburner.py │ ├── dilated_linknet.py │ ├── dilated_resnet.py │ ├── duc_hdc.py │ ├── gcn152.py │ ├── linknet.py │ ├── linknext.py │ ├── psp_net.py │ ├── squeezenet.py │ ├── tiramisu.py │ ├── unet.py │ ├── unet11.py │ ├── unet16.py │ ├── unet_abn.py │ ├── wider_resnet.py │ └── zf_unet.py ├── modules │ └── abn │ │ ├── __init__.py │ │ ├── bn.py │ │ ├── dense.py │ │ ├── functions.py │ │ ├── misc.py │ │ └── residual.py ├── numpy_losses.py ├── tiles.py └── train_utils.py ├── loss_plot.png ├── plot.py ├── plot_loss.py ├── results └── dsb2018_bce_all.png ├── run_all.cmd ├── test.py ├── torch_train.py ├── torch_train_ab.py └── torch_train_reg.py /.gitignore: -------------------------------------------------------------------------------- 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