[{"title":"(59个子文件156KB)ICIAR2018_BACH_challenge1:ICIAR2018乳房癌组织学图像分类挑战-源码","children":[{"title":"ICIAR2018_BACH_challenge1-master","children":[{"title":"README.md <span style='color:#111;'>93B</span>","children":null,"spread":false},{"title":"ICIAR2018classification","children":[{"title":"1_preprocessing","children":[{"title":"divide_image_into_p600_s200.sh <span style='color:#111;'>782B</span>","children":null,"spread":false},{"title":"train_val_images_labels_wholeImage_byCase_73split.sh <span style='color:#111;'>848B</span>","children":null,"spread":false},{"title":"train_val_images_labels_p1400s100_byCase_73split.py <span style='color:#111;'>6.52KB</span>","children":null,"spread":false},{"title":"divide_image_into_p600_s200.py <span style='color:#111;'>3.61KB</span>","children":null,"spread":false},{"title":"train_val_images_labels_p600s200_byCase_73split.py <span style='color:#111;'>6.50KB</span>","children":null,"spread":false},{"title":"divide_image_into_p300s300.sh <span style='color:#111;'>782B</span>","children":null,"spread":false},{"title":"train_val_images_labels_p300s300_byCase_73split.py <span style='color:#111;'>6.15KB</span>","children":null,"spread":false},{"title":"train_val_images_labels_wholeImage_byCase_73split.py <span style='color:#111;'>4.45KB</span>","children":null,"spread":false},{"title":"divide_image_into_p300s300.py <span style='color:#111;'>3.63KB</span>","children":null,"spread":false},{"title":"divide_image_into_p1400s100.py <span style='color:#111;'>3.78KB</span>","children":null,"spread":false},{"title":"train_val_images_labels_p1400s100_byCase_73split.sh <span style='color:#111;'>863B</span>","children":null,"spread":false},{"title":"train_val_images_labels_p300s300_byCase_73split.sh <span style='color:#111;'>860B</span>","children":null,"spread":false},{"title":"divide_image_into_p1400s100.sh <span style='color:#111;'>785B</span>","children":null,"spread":false},{"title":"train_val_images_labels_p600s200_byCase_73split.sh <span style='color:#111;'>839B</span>","children":null,"spread":false}],"spread":false},{"title":"3_predict_testset","children":[{"title":"pred_v4_resnet_p300s300.csv <span style='color:#111;'>501B</span>","children":null,"spread":false},{"title":"predict_ICIAR_testset_p600s200_resnet50_155epochs.py <span style='color:#111;'>4.52KB</span>","children":null,"spread":false},{"title":"predict_ICIAR_testset_patches300.sh <span style='color:#111;'>794B</span>","children":null,"spread":false},{"title":"predict_ICIAR_testset_p600s200_resnet50_155epochs.sh <span style='color:#111;'>845B</span>","children":null,"spread":false},{"title":"predict_ICIAR_testset_patches300.py <span style='color:#111;'>4.37KB</span>","children":null,"spread":false},{"title":"pred.csv <span style='color:#111;'>501B</span>","children":null,"spread":false},{"title":"predict_ICIAR_testset_patches1400.py <span style='color:#111;'>4.56KB</span>","children":null,"spread":false},{"title":"predict_ICIAR_testset_p1400s100_resnet50_155epochs.py <span style='color:#111;'>4.57KB</span>","children":null,"spread":false},{"title":"predict_ICIAR_testset_p1400s100_resnet50_155epochs.sh <span style='color:#111;'>848B</span>","children":null,"spread":false},{"title":"pred_v5_resnet_p600s200.csv <span style='color:#111;'>501B</span>","children":null,"spread":false},{"title":"predict_ICIAR_testset_patches1400.sh <span style='color:#111;'>797B</span>","children":null,"spread":false},{"title":"pred_v6_resnet_p1400s100.csv <span style='color:#111;'>501B</span>","children":null,"spread":false}],"spread":false},{"title":"ImageDataAugmentor","children":[{"title":"numpy_array_iterator.py <span style='color:#111;'>8.55KB</span>","children":null,"spread":false},{"title":"LICENSE <span style='color:#111;'>1.60KB</span>","children":null,"spread":false},{"title":"utils.py <span style='color:#111;'>9.85KB</span>","children":null,"spread":false},{"title":"dataframe_iterator.py <span style='color:#111;'>13.67KB</span>","children":null,"spread":false},{"title":"README.md <span style='color:#111;'>5.50KB</span>","children":null,"spread":false},{"title":"__pycache__","children":[{"title":"dataframe_iterator.cpython-36.pyc <span style='color:#111;'>11.37KB</span>","children":null,"spread":false},{"title":"numpy_array_iterator.cpython-36.pyc <span style='color:#111;'>6.85KB</span>","children":null,"spread":false},{"title":"iterator.cpython-36.pyc <span style='color:#111;'>10.18KB</span>","children":null,"spread":false},{"title":"image_data_augmentor.cpython-36.pyc <span style='color:#111;'>23.56KB</span>","children":null,"spread":false},{"title":"utils.cpython-36.pyc <span style='color:#111;'>8.66KB</span>","children":null,"spread":false},{"title":"directory_iterator.cpython-36.pyc <span style='color:#111;'>5.77KB</span>","children":null,"spread":false}],"spread":true},{"title":"iterator.py <span style='color:#111;'>11.90KB</span>","children":null,"spread":false},{"title":"image_data_augmentor.py <span style='color:#111;'>30.58KB</span>","children":null,"spread":false},{"title":"directory_iterator.py <span style='color:#111;'>6.77KB</span>","children":null,"spread":false}],"spread":true},{"title":"2_models","children":[{"title":"ResNet50_wDropout_p1400s100_73split_5plus150epochs.py <span style='color:#111;'>4.75KB</span>","children":null,"spread":false},{"title":"ResNet50_wDropout_p300s300_73split_es_mc_100moreEpochs.sh <span style='color:#111;'>869B</span>","children":null,"spread":false},{"title":"ResNet50_wDropout_p600s200_73split_GPU.sh <span style='color:#111;'>873B</span>","children":null,"spread":false},{"title":"9layersCNN_p300s300_73split.sh <span style='color:#111;'>868B</span>","children":null,"spread":false},{"title":"9layersCNN_p1400s100_73split.sh <span style='color:#111;'>994B</span>","children":null,"spread":false},{"title":"ResNet50_wDropout_p300s300_73split_CPU.sh <span style='color:#111;'>809B</span>","children":null,"spread":false},{"title":"9layersCNN_p300s300_73split.py <span style='color:#111;'>2.77KB</span>","children":null,"spread":false},{"title":"ResNet50_wDropout_p600s200_73split_es_mc_100moreEpochs_GPU.sh <span style='color:#111;'>933B</span>","children":null,"spread":false},{"title":"2020_04_13_2152-plot_accuracy_and_loss.ipynb <span style='color:#111;'>68.17KB</span>","children":null,"spread":false},{"title":"InceptionV3_p300s300_73split.sh <span style='color:#111;'>925B</span>","children":null,"spread":false},{"title":"ResNet50_wDropout_p300s300_73split.py <span style='color:#111;'>4.46KB</span>","children":null,"spread":false},{"title":"ResNet50_wDropout_p600s200_73split.py <span style='color:#111;'>4.51KB</span>","children":null,"spread":false},{"title":"ResNet50_wDropout_p300s300_73split_es_mc_100moreEpochs.py <span style='color:#111;'>3.68KB</span>","children":null,"spread":false},{"title":"ResNet50_wDropout_p600s200_73split_CPU.sh <span style='color:#111;'>817B</span>","children":null,"spread":false},{"title":"InceptionV3_p300s300_73split.py <span style='color:#111;'>6.05KB</span>","children":null,"spread":false},{"title":"9layersCNN_p1400s100_73split.py <span style='color:#111;'>2.75KB</span>","children":null,"spread":false},{"title":"ResNet50_wDropout_p1400s100_73split_5plus150epochs_GPU.sh <span style='color:#111;'>921B</span>","children":null,"spread":false},{"title":"ResNet50_wDropout_p600s200_73split_es_mc_100moreEpochs.py <span style='color:#111;'>3.74KB</span>","children":null,"spread":false}],"spread":false}],"spread":true}],"spread":true}],"spread":true}]