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This project has been deprecated. Please see the following link for the latest work: https://crosscompute.com/n/DAyIrX65pdVFri4rUfDntj2NqT219PoC

Find buildings using cuda-convnet

Reveal population density.

Run scripts

get_tiles_from_image.py
get_points_from_tiles.py

get_examples_from_points.py
get_dataset_from_examples.py
get_batches_from_datasets.py
get_marker_from_dataset.py

get_array_shape_from_batches.py
get_index_from_batches.py

get_arrays_from_image.py
get_batches_from_arrays.py
get_predictions_from_arrays.py
get_counts_from_predictions.py

Launch interface

ENV=~/.virtualenvs/crosscompute
virtualenv $ENV
source $ENV/bin/activate
pip install -U crosscompute

cd ~/Projects/count-buildings
python setup.py develop
pserve development.ini

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Find buildings in satellite images using Alex Krizhevsky's cuda-convnet

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