├── .gitignore ├── LICENSE ├── README.md ├── earthvision2021 ├── README.md ├── common │ └── load_yaml.py ├── config_predict.yml ├── config_train.yml ├── data │ ├── source │ │ ├── all.txt │ │ ├── all_without_labels.txt │ │ ├── test.txt │ │ ├── train.txt │ │ ├── train_with_labels.txt │ │ ├── train_with_labels_val.txt │ │ ├── train_with_labels_val_test.txt │ │ └── val.txt │ └── train │ │ ├── mean_std.csv │ │ ├── test_sliding_window_1024.csv │ │ └── val_sliding_window_1024.csv ├── models │ ├── __init__.py │ ├── build.py │ ├── model_base.py │ └── siamese_unet.py ├── postprocessing │ ├── binarize.py │ ├── ensemble.py │ └── label_binarize.py ├── predict.py ├── preprocessing │ ├── crop.py │ └── cube_id_to_txt.bash ├── train.py └── utils │ ├── __init__.py │ ├── criteria │ ├── __init__.py │ ├── build.py │ ├── dice_loss.py │ ├── jaccard_loss.py │ └── metric.py │ ├── datasets │ ├── __init__.py │ ├── build.py │ ├── test_dataset.py │ └── train_dataset.py │ ├── misc │ ├── __init__.py │ ├── log.py │ └── seeds.py │ ├── optimizers │ ├── __init__.py │ └── build.py │ ├── schedulers │ ├── __init__.py │ └── build.py │ └── transforms │ ├── __init__.py │ ├── center_crop.py │ ├── compose.py │ ├── cutmix.py │ ├── horizontal_flip.py │ ├── mixup.py │ ├── normalize.py │ ├── pad.py │ ├── random_crop.py │ ├── rotation.py │ ├── to_tensor.py │ ├── transform_base.py │ ├── tta.py │ └── vertical_flip.py ├── examples ├── attention_block_proposed.png ├── earthvision2021_presentation.pdf └── siamese_attention_unet.png ├── requirements.txt └── setup ├── png_to_np.py ├── setup.bash └── tif_to_np.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/solcummings/earthvision2021-weakly-supervised/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 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