├── .gitignore ├── README.md ├── _config.yml ├── classifier ├── keras-models │ ├── keras-resnet │ │ ├── .gitignore │ │ ├── LICENSE │ │ ├── README.md │ │ ├── cifar10.py │ │ ├── images │ │ │ ├── architecture.png │ │ │ ├── convergence.png │ │ │ └── residual_block.png │ │ ├── resnet.py │ │ └── tests │ │ │ └── test_resnet.py │ ├── vgg16.py │ └── vgg19.py └── keras-utils │ ├── keras_utils.py │ └── multi_gpu.py ├── dataset-collection ├── .ipynb_checkpoints │ ├── 2500 Cities Dataset -- generate sample locations-checkpoint.ipynb │ ├── Analysis & Visualization -- Dataset Exploration-checkpoint.ipynb │ ├── DeepSat-data-exploration-checkpoint.ipynb │ ├── Inspect Urban Environments dataset-checkpoint.ipynb │ ├── Pipeline-to-create-Urban-Environments-dataset-checkpoint.ipynb │ ├── Process UC Merced land use data to database-checkpoint.ipynb │ ├── Save Urban Environments images to database-checkpoint.ipynb │ ├── Urban Environments Dataset - extract images-checkpoint.ipynb │ └── Urban-Atlas-vector-data-exploration-checkpoint.ipynb ├── DeepSat-data-exploration.ipynb ├── Pipeline-to-create-Urban-Environments-dataset.ipynb ├── README.md ├── Urban-Atlas-vector-data-exploration.ipynb ├── __init__.py └── urbanatlas.py ├── imgs ├── example_googlemaps_images.png ├── land_use_maps.png ├── polygon_example_urbanatlas.png ├── quantifying_urban_environs_schematic.png ├── stats_3_cities.png ├── transfer_learning.png └── tsne_cities.png ├── land-use-classification ├── .ipynb_checkpoints │ ├── Finetuning on Urban Atlas data-checkpoint.ipynb │ ├── Finetuning on Urban Atlas data-spatial transformer-checkpoint.ipynb │ ├── Inspect DeepSat dataset-checkpoint.ipynb │ ├── Pre-train on DeepSat data-checkpoint.ipynb │ ├── Similar images using CNN features-checkpoint.ipynb │ ├── Tensorflow MNIST in memory example-checkpoint.ipynb │ └── Urban Atlas - model validation and analysis-checkpoint.ipynb ├── Finetuning on Urban Atlas data-spatial transformer.ipynb ├── Finetuning on Urban Atlas data.ipynb ├── Pre-train on DeepSat data.ipynb ├── Similar images using CNN features.ipynb └── Urban Atlas - model validation and analysis.ipynb └── processed-data ├── athina, gr ├── additional_sample_locations25km.csv ├── additional_sample_locations30km.csv ├── additional_sample_locations50km.csv ├── basic_stats.csv ├── ground_truth_class_raster_25km.npz ├── ground_truth_class_raster_30km.npz ├── ground_truth_class_raster_50km.npz ├── sample_locations_raster_25km.csv ├── sample_locations_raster_30km.csv └── sample_locations_raster_50km.csv ├── barcelona, es ├── additional_sample_locations25km.csv ├── additional_sample_locations30km.csv ├── additional_sample_locations50km.csv ├── basic_stats.csv ├── ground_truth_class_raster_25km.npz ├── ground_truth_class_raster_30km.npz ├── ground_truth_class_raster_50km.npz ├── sample_locations_raster_25km.csv ├── sample_locations_raster_30km.csv └── sample_locations_raster_50km.csv ├── berlin, de ├── additional_sample_locations25km.csv ├── additional_sample_locations30km.csv ├── additional_sample_locations50km.csv ├── basic_stats.csv ├── ground_truth_class_raster_25km.npz ├── ground_truth_class_raster_30km.npz ├── ground_truth_class_raster_50km.npz ├── sample_locations_raster_25km.csv ├── sample_locations_raster_30km.csv └── sample_locations_raster_50km.csv ├── budapest, hu ├── additional_sample_locations25km.csv ├── additional_sample_locations30km.csv ├── additional_sample_locations50km.csv ├── basic_stats.csv ├── ground_truth_class_raster_25km.npz ├── ground_truth_class_raster_30km.npz ├── ground_truth_class_raster_50km.npz ├── sample_locations_raster_25km.csv ├── sample_locations_raster_30km.csv └── sample_locations_raster_50km.csv ├── madrid, es ├── additional_sample_locations25km.csv ├── additional_sample_locations30km.csv ├── additional_sample_locations50km.csv ├── basic_stats.csv ├── ground_truth_class_raster_25km.npz ├── ground_truth_class_raster_30km.npz ├── ground_truth_class_raster_50km.npz ├── 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