├── README.md ├── common.py ├── compare.py ├── dataSet ├── __init__.py ├── reader.py └── transform.py ├── ensemble_forsub1.py ├── ensemble_forsub1_stage2.py ├── input ├── folds_5.csv ├── folds_5_sorted.csv ├── folds_6.csv ├── folds_6_stage2.csv ├── folds_6_stage2_withtest.csv ├── folds_pos_5.csv ├── folds_v2_6.csv ├── nih_id.csv ├── stage2 │ └── stage_2_train.csv └── test_6.csv ├── models ├── Aspp.py ├── lib │ └── RoIAlign │ │ ├── README.md │ │ ├── build │ │ └── lib │ │ │ └── roi_align │ │ │ ├── _ext │ │ │ └── crop_and_resize │ │ │ │ ├── __init__.py │ │ │ │ └── _crop_and_resize.so │ │ │ ├── build.py │ │ │ ├── crop_and_resize.py │ │ │ └── roi_align.py │ │ ├── dist │ │ └── roi_align-0.0.1-py3.6.egg │ │ ├── install.sh │ │ ├── roi_align.egg-info │ │ ├── PKG-INFO │ │ ├── SOURCES.txt │ │ ├── dependency_links.txt │ │ ├── requires.txt │ │ └── top_level.txt │ │ ├── roi_align │ │ ├── _ext │ │ │ └── crop_and_resize │ │ │ │ ├── __init__.py │ │ │ │ └── _crop_and_resize.so │ │ ├── build.py │ │ ├── crop_and_resize.py │ │ ├── roi_align.py │ │ └── src │ │ │ ├── crop_and_resize.c │ │ │ ├── crop_and_resize.h │ │ │ ├── crop_and_resize_gpu.c │ │ │ ├── crop_and_resize_gpu.h │ │ │ └── cuda │ │ │ ├── crop_and_resize_kernel.cu │ │ │ ├── crop_and_resize_kernel.cu.o │ │ │ └── crop_and_resize_kernel.h │ │ ├── setup.py │ │ ├── test.sh │ │ └── tests │ │ ├── crop_and_resize_example.py │ │ ├── images │ │ ├── choco.png │ │ └── snow.png │ │ ├── test.py │ │ └── test2.py ├── model.py ├── modelzoo │ ├── __init__.py │ ├── adaptive_avgmax_pool.py │ ├── convert_from_mxnet.py │ ├── dpn.py │ ├── dpnv2.py │ ├── efficientNet.py │ ├── inceptionV4.py │ ├── inceptionresnetv2.py │ ├── resnet.py │ ├── senet.py │ ├── senet2.py │ ├── utils.py │ └── xception.py ├── unet.py └── utils.py ├── test_json.py ├── test_json_stage2.py ├── tools └── split.py ├── train_semi.py └── utils ├── file.py ├── metric.py └── utils.py /README.md: -------------------------------------------------------------------------------- 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