├── .gitignore ├── README.md ├── images ├── Normal_1.png ├── Normal_2.png ├── Tumor_001_actual_mask.png ├── Tumor_001_bbox_for_heatmaps.PNG ├── Tumor_001_heatmap.png ├── Tumor_001_heatmap_cleaned_1.png ├── Tumor_001_heatmap_cleaned_with_actual_mask.PNG ├── Tumor_001_heatmap_with_actual_mask.PNG ├── Tumor_001_heatmap_with_cleaned_heatmap_with_actual_mask.PNG ├── Tumor_001_with_actual_samples_for_heatmaps1.png ├── Tumor_1.png ├── Tumor_2.png ├── base_image.png ├── base_image_bitwise_and_with_saturation_thresholded_mask.png ├── base_images_with_bboxs.png ├── hsv_image.png ├── learning_rate.png ├── learning_rate_small.png ├── saturation_image.png ├── saturation_thresholded_mask.png ├── saturation_thresholded_mask_with_bboxs.png ├── saturation_with_median_blur_image.png ├── total_loss_1.png └── total_loss_1_small.png ├── properties ├── __init__.py ├── disk_storage.py ├── training_params.py └── wsi_props.py ├── slim ├── BUILD ├── README.md ├── WORKSPACE ├── __init__.py ├── datasets │ ├── __init__.py │ ├── build_imagenet_data.py │ ├── cifar10.py │ ├── convert_lymph_biopsy_data.py │ ├── convert_lymph_nodes.py │ ├── convert_raw_patches_for_heatmaps.py │ ├── dataset_factory.py │ ├── dataset_utils.py │ ├── download_and_convert_cifar10.py │ ├── download_and_convert_flowers.py │ ├── download_and_convert_imagenet.sh │ ├── download_and_convert_mnist.py │ ├── download_imagenet.sh │ ├── flowers.py │ ├── imagenet.py │ ├── imagenet_2012_validation_synset_labels.txt │ ├── imagenet_lsvrc_2015_synsets.txt │ ├── imagenet_metadata.txt │ ├── lymph_nodes.py │ ├── mnist.py │ ├── preprocess_imagenet_validation_data.py │ ├── process_bounding_boxes.py │ └── raw_patches_for_heatmaps.py ├── deployment │ ├── __init__.py │ ├── model_deploy.py │ └── model_deploy_test.py ├── download_and_convert_data.py ├── eval_image_classifier.py ├── export_inference_graph.py ├── export_inference_graph_test.py ├── nets │ ├── __init__.py │ ├── alexnet.py │ ├── alexnet_test.py │ ├── cifarnet.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 │ ├── lenet.py │ ├── mobilenet_v1.md │ ├── mobilenet_v1.png │ ├── mobilenet_v1.py │ ├── mobilenet_v1_test.py │ ├── nets_factory.py │ ├── nets_factory_test.py │ ├── overfeat.py │ ├── overfeat_test.py │ ├── resnet_utils.py │ ├── resnet_v1.py │ ├── resnet_v1_test.py │ ├── resnet_v2.py │ ├── resnet_v2_test.py │ ├── vgg.py │ └── vgg_test.py ├── preprocessing │ ├── __init__.py │ ├── cifarnet_preprocessing.py │ ├── inception_preprocessing.py │ ├── lenet_preprocessing.py │ ├── preprocessing_factory.py │ └── vgg_preprocessing.py ├── scripts │ ├── export_mobilenet.sh │ ├── finetune_inception_resnet_v2_on_flowers.sh │ ├── finetune_inception_v1_on_flowers.sh │ ├── finetune_inception_v3_on_flowers.sh │ ├── 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