├── .gitignore ├── LICENSE ├── AUTHORS ├── CONTRIBUTORS └── LICENSE ├── README.md ├── data ├── deploy2017.txt ├── diff-semi.txt ├── isbi2017-titans-testv2-rc36xtrm.txt ├── isbi2017-titans-val-rc36xtrm.txt ├── isbi2017_official_test_v2.txt ├── isbi2017_official_validation.txt ├── isic-ids.txt └── no-blacklist.txt ├── datasets ├── __init__.py ├── convert_skin_lesions.py ├── dataset_factory.py ├── prepare_skin_lesions_train.py └── skin_lesions.py ├── deployment ├── __init__.py ├── model_deploy.py └── model_deploy_test.py ├── etc ├── aggregate_pickle.py ├── assemble_meta_features.py ├── compute_metrics.py ├── count_inversions.py ├── features_component_model_isbi.sh ├── isic_json_to_csv.py ├── launch_validation_loop.sh ├── predict_all_component_models_isbi.sh └── predict_component_model_isbi.sh ├── nets ├── __init__.py ├── inception.py ├── inception_resnet_v2.py ├── inception_resnet_v2_test.py ├── inception_utils.py ├── inception_v1.py ├── inception_v1_test.py ├── inception_v2.py ├── inception_v2_test.py ├── inception_v3.py ├── inception_v3_test.py ├── inception_v4.py ├── inception_v4_test.py ├── nets_factory.py ├── nets_factory_test.py ├── resnet_utils.py ├── resnet_v1.py ├── resnet_v1_test.py ├── resnet_v2.py ├── resnet_v2_test.py ├── vgg.py └── vgg_test.py ├── predict_image_classifier.py ├── predict_svm_layer.py ├── prepare_data ├── prepare_skin_lesions_test.py └── prepare_skin_lesions_train.py ├── preprocessing ├── __init__.py ├── dermatologic_preprocessing.py ├── inception_preprocessing.py ├── preprocessing_factory.py └── vgg_preprocessing.py ├── svm_layer ├── __init__.py └── utils.py ├── train_image_classifier.py └── train_svm_layer.py /.gitignore: -------------------------------------------------------------------------------- 1 | scrapbook* 2 | -------------------------------------------------------------------------------- /LICENSE/AUTHORS: -------------------------------------------------------------------------------- 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