├── .gitignore ├── LICENSE ├── README.md ├── docs └── detection.png ├── learning ├── data_processing.py ├── feature_visualization.py ├── fully_connected_layers_training.py ├── learning_examples_preparing.py ├── model_structure.py ├── transfer_feature_extraction.py ├── vgg.py └── visualization.py └── scraper ├── download_model.py └── scraper.py /.gitignore: -------------------------------------------------------------------------------- 1 | data/ 2 | *.pyc 3 | libs/ 4 | model/ 5 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TomaszRewak/CNN-chest-x-ray-abnormalities-localization/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TomaszRewak/CNN-chest-x-ray-abnormalities-localization/HEAD/README.md -------------------------------------------------------------------------------- /docs/detection.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TomaszRewak/CNN-chest-x-ray-abnormalities-localization/HEAD/docs/detection.png -------------------------------------------------------------------------------- /learning/data_processing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TomaszRewak/CNN-chest-x-ray-abnormalities-localization/HEAD/learning/data_processing.py -------------------------------------------------------------------------------- /learning/feature_visualization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TomaszRewak/CNN-chest-x-ray-abnormalities-localization/HEAD/learning/feature_visualization.py -------------------------------------------------------------------------------- /learning/fully_connected_layers_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TomaszRewak/CNN-chest-x-ray-abnormalities-localization/HEAD/learning/fully_connected_layers_training.py -------------------------------------------------------------------------------- /learning/learning_examples_preparing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TomaszRewak/CNN-chest-x-ray-abnormalities-localization/HEAD/learning/learning_examples_preparing.py -------------------------------------------------------------------------------- /learning/model_structure.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TomaszRewak/CNN-chest-x-ray-abnormalities-localization/HEAD/learning/model_structure.py -------------------------------------------------------------------------------- /learning/transfer_feature_extraction.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TomaszRewak/CNN-chest-x-ray-abnormalities-localization/HEAD/learning/transfer_feature_extraction.py -------------------------------------------------------------------------------- /learning/vgg.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TomaszRewak/CNN-chest-x-ray-abnormalities-localization/HEAD/learning/vgg.py -------------------------------------------------------------------------------- /learning/visualization.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TomaszRewak/CNN-chest-x-ray-abnormalities-localization/HEAD/learning/visualization.py -------------------------------------------------------------------------------- /scraper/download_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TomaszRewak/CNN-chest-x-ray-abnormalities-localization/HEAD/scraper/download_model.py -------------------------------------------------------------------------------- /scraper/scraper.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/TomaszRewak/CNN-chest-x-ray-abnormalities-localization/HEAD/scraper/scraper.py --------------------------------------------------------------------------------