├── .gitignore ├── README.md ├── bin ├── build_image.sh ├── preprocess.sh └── run.sh ├── fig └── RSNA_pipeline.png ├── input └── .gitkeep ├── intermediate_output └── .gitkeep ├── models ├── base_cnn │ ├── .gitkeep │ ├── 2kyym_inception_resnet_v2 │ │ ├── bin │ │ │ ├── predict.sh │ │ │ └── train.sh │ │ ├── conf │ │ │ └── model.py │ │ └── src │ │ │ ├── cnn │ │ │ ├── __init__.py │ │ │ ├── dataset │ │ │ │ └── custom_dataset.py │ │ │ ├── factory.py │ │ │ ├── main.py │ │ │ ├── transforms │ │ │ │ └── transforms.py │ │ │ └── utils │ │ │ │ ├── config.py │ │ │ │ ├── logger.py │ │ │ │ └── util.py │ │ │ ├── postprocess │ │ │ └── make_submission.py │ │ │ ├── preprocess │ │ │ ├── create_dataset.py │ │ │ ├── dicom_to_dataframe.py │ │ │ └── make_folds.py │ │ │ └── utils │ │ │ ├── mappings.py │ │ │ └── misc.py │ ├── 2kyym_inceptionv4 │ │ ├── bin │ │ │ ├── predict.sh │ │ │ └── train.sh │ │ ├── conf │ │ │ └── model.py │ │ └── src │ │ │ ├── cnn │ │ │ ├── __init__.py │ │ │ ├── dataset │ │ │ │ └── custom_dataset.py │ │ │ ├── factory.py │ │ │ ├── main.py │ │ │ ├── transforms │ │ │ │ └── transforms.py │ │ │ └── utils │ │ │ │ ├── config.py │ │ │ │ ├── logger.py │ │ │ │ └── util.py │ │ │ ├── postprocess │ │ │ └── make_submission.py │ │ │ ├── preprocess │ │ │ ├── create_dataset.py │ │ │ ├── dicom_to_dataframe.py │ │ │ └── make_folds.py │ │ │ └── utils │ │ │ ├── mappings.py │ │ │ └── misc.py │ ├── 2kyym_xception │ │ ├── bin │ │ │ ├── predict.sh │ │ │ └── train.sh │ │ ├── conf │ │ │ └── model.py │ │ └── src │ │ │ ├── cnn │ │ │ ├── __init__.py │ │ │ ├── dataset │ │ │ │ └── custom_dataset.py │ │ │ ├── factory.py │ │ │ ├── main.py │ │ │ ├── transforms │ │ │ │ └── transforms.py │ │ │ └── utils │ │ │ │ ├── config.py │ │ │ │ ├── logger.py │ │ │ │ └── util.py │ │ │ ├── postprocess │ │ │ └── make_submission.py │ │ │ ├── preprocess │ │ │ ├── create_dataset.py │ │ │ ├── dicom_to_dataframe.py │ │ │ └── make_folds.py │ │ │ └── utils │ │ │ ├── mappings.py │ │ │ └── misc.py │ ├── model_base │ │ ├── bin │ │ │ ├── predict.sh │ │ │ ├── preprocess.sh │ │ │ ├── preprocess_cmd.sh │ │ │ └── train.sh │ │ ├── conf │ │ │ └── model.py │ │ └── src │ │ │ ├── cnn │ │ │ ├── __init__.py │ │ │ ├── dataset │ │ │ │ └── custom_dataset.py │ │ │ ├── factory.py │ │ │ ├── main.py │ │ │ ├── transforms │ │ │ │ └── transforms.py │ │ │ └── utils │ │ │ │ ├── config.py │ │ │ │ ├── logger.py │ │ │ │ └── util.py │ │ │ ├── preprocess │ │ │ ├── create_dataset.py │ │ │ ├── dicom_to_dataframe.py │ │ │ └── make_folds.py │ │ │ └── utils │ │ │ ├── mappings.py │ │ │ └── misc.py │ ├── ricky_se_resnext101_mixup │ │ ├── bin │ │ │ ├── predict.sh │ │ │ └── train.sh │ │ ├── conf │ │ │ └── model.py │ │ └── src │ │ │ ├── cnn │ │ │ ├── __init__.py │ │ │ ├── dataset │ │ │ │ └── custom_dataset.py │ │ │ ├── factory.py │ │ │ ├── main.py │ │ │ ├── transforms │ │ │ │ └── transforms.py │ │ │ └── utils │ │ │ │ ├── config.py │ │ │ │ ├── logger.py │ │ │ │ └── util.py │ │ │ └── utils │ │ │ ├── mappings.py │ │ │ └── misc.py │ ├── ricky_se_resnext_410 │ │ ├── bin │ │ │ ├── predict.sh │ │ │ └── train.sh │ │ ├── conf │ │ │ └── model.py │ │ └── src │ │ │ ├── cnn │ │ │ ├── __init__.py │ │ │ ├── dataset │ │ │ │ └── custom_dataset.py │ │ │ ├── factory.py │ │ │ ├── main.py │ │ │ ├── transforms │ │ │ │ └── transforms.py │ │ │ └── utils │ │ │ │ ├── config.py │ │ │ │ ├── logger.py │ │ │ │ └── util.py │ │ │ └── utils │ │ │ ├── mappings.py │ │ │ └── misc.py │ ├── ricky_senet154_customlabels │ │ ├── bin │ │ │ ├── predict.sh │ │ │ ├── preprocess.sh │ │ │ ├── preprocess_cmd.sh │ │ │ └── train.sh │ │ ├── conf │ │ │ └── model.py │ │ └── src │ │ │ ├── cnn │ │ │ ├── __init__.py │ │ │ ├── dataset │ │ │ │ └── custom_dataset.py │ │ │ ├── factory.py │ │ │ ├── main.py │ │ │ ├── transforms │ │ │ │ └── transforms.py │ │ │ └── utils │ │ │ │ ├── config.py │ │ │ │ ├── logger.py │ │ │ │ └── util.py │ │ │ ├── preprocess │ │ │ ├── create_dataset.py │ │ │ ├── dicom_to_dataframe.py │ │ │ └── make_folds.py │ │ │ └── utils │ │ │ ├── mappings.py │ │ │ └── misc.py │ ├── shimacos_models │ │ ├── bin │ │ │ ├── preprocess.sh │ │ │ ├── test_001.sh │ │ │ ├── test_002.sh │ │ │ ├── test_003.sh │ │ │ ├── train_001.sh │ │ │ ├── train_002.sh │ │ │ └── train_003.sh │ │ ├── config.py │ │ ├── main.py │ │ ├── src │ │ │ ├── factories │ │ │ │ ├── __init__.py │ │ │ │ ├── dataset_factory.py │ │ │ │ ├── loss_factory.py │ │ │ │ ├── model_factory.py │ │ │ │ ├── optimizer_factory.py │ │ │ │ └── scheduler_factory.py │ │ │ ├── features │ │ │ │ ├── __init__.py │ │ │ │ └── preprocess.py │ │ │ └── sync_batchnorm │ │ │ │ ├── __init__.py │ │ │ │ ├── batchnorm.py │ │ │ │ ├── batchnorm_reimpl.py │ │ │ │ ├── comm.py │ │ │ │ ├── replicate.py │ │ │ │ └── unittest.py │ │ └── yamls │ │ │ ├── 001_adjmodel_densenet.yaml │ │ │ ├── 002_seresnext_label_smooth.yaml │ │ │ └── 003_seresnext_label_smooth_without_any.yaml │ └── sugawara_efficientnetb3 │ │ ├── bin │ │ ├── predict.sh │ │ └── train.sh │ │ ├── conf │ │ └── model.py │ │ └── src │ │ ├── cnn │ │ ├── __init__.py │ │ ├── dataset │ │ │ └── custom_dataset.py │ │ ├── factory.py │ │ ├── main.py │ │ ├── transforms │ │ │ └── transforms.py │ │ └── utils │ │ │ ├── config.py │ │ │ ├── logger.py │ │ │ └── util.py │ │ ├── preprocess │ │ ├── create_dataset.py │ │ ├── dicom_to_dataframe.py │ │ └── make_folds.py │ │ └── utils │ │ ├── mappings.py │ │ └── misc.py ├── first_stacking │ ├── bin │ │ ├── stacking.sh │ │ └── stacking_cmd.sh │ ├── cnn_stacking_1.py │ ├── cnn_stacking_2.py │ ├── cnn_stacking_2.yaml │ ├── get_feats_for_first_stacking_sugawara.py │ ├── lgbm_first_stacking.py │ ├── mlp_stacking.py │ └── preprocess_for_sugawara_stacking1.py └── second_stacking │ ├── bin │ ├── stacking.sh │ ├── stacking_cmd.sh │ └── submission.sh │ ├── get_feats_for_2nd_stacking.py │ ├── lgbm_second_stacking.py │ ├── make_submission.py │ └── preprocess_for_sugawara_stacking2.py ├── output └── .gitkeep └── run_image └── Dockerfile /.gitignore: -------------------------------------------------------------------------------- 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