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D-LinkNet: LinkNet with Pretrained Encoder and Dilated Convolution for High Resolution Satellite Imagery Road Extraction

Home Page: http://openaccess.thecvf.com/content_cvpr_2018_workshops/papers/w4/Zhou_D-LinkNet_LinkNet_With_CVPR_2018_paper.pdf

Python 40.43% Jupyter Notebook 59.57%

deepglobe's Introduction

Satellite image analysis

Usage

  1. Put .png your images in input/
  2. Run
python2 main.py [model_name]

where [model_name] is one of: building-non-residential, building, cars, fields, roads, trees, or unpaved_roads 3. Find results in output/[model_name]

Downloading an image

I use zoom 17 and the following code:

wget 'http://maps.googleapis.com/maps/api/staticmap?center=Marszalkowska%206a,%2005-840%20Warszawa&zoom=17&maptype=satellite&size=1000x1000&key=[GOOGLE_MAPS_API_KEY]' -O input/1.png

deepglobe's People

Contributors

kidzik avatar zlckanata avatar

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