├── .gitignore ├── LICENSE ├── README.md ├── cntk └── retrain.py ├── image_set_preparation.ipynb ├── img ├── data_overview │ ├── mediumnaip_white.png │ ├── mediumnlcd.png │ └── middlesex_ma.png ├── extraction │ ├── common_naip_tiled.png │ ├── common_points.png │ ├── common_tiled_only.png │ └── sample_tile.png ├── middlesex │ ├── 20655.png │ ├── 20655_small.png │ ├── 33308.png │ ├── 33308_small.png │ ├── 36083.png │ ├── 37002.png │ ├── 47331.png │ ├── true_and_predicted_labels.png │ └── true_and_predicted_labels_smoothened.png ├── scoring │ ├── balanced_cm.pdf │ ├── balanced_cm.png │ ├── balanced_cm_small.png │ └── scaling.png └── spark_adls_provisioning │ ├── ambari_configs_tab.GIF │ ├── ambari_custom_spark2_defaults.GIF │ ├── ambari_spark2.GIF │ ├── cluster_type_settings.GIF │ ├── create.GIF │ ├── new_resource_button.GIF │ ├── resource_search_box.GIF │ ├── resource_search_box_adls.GIF │ ├── resource_search_result.GIF │ ├── resource_search_result_adls.GIF │ ├── spark_basics_screenshot.GIF │ └── spark_basics_screenshot2.GIF ├── land_use_prediction.md ├── model_training.ipynb ├── scoring └── script_action.sh ├── scoring_on_spark.ipynb └── tf ├── deployment ├── __init__.py ├── model_deploy.py └── model_deploy_test.py ├── nets ├── __init__.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 └── retrain.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Azure/Embarrassingly-Parallel-Image-Classification/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Azure/Embarrassingly-Parallel-Image-Classification/HEAD/LICENSE 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