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A solution to the 2019 xView2 competition using U-Nets

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Conda Environment

To create the xview2-gpu environment, run:

conda create -f envs/xview2-gpu.yml

To create the xview2 environment, run:

conda create -f envs/xview2.yml

Report

A description of our methods and results can be found in this file report.pdf.

Citing

Use the following BibTeX to cite this repository:

@misc{mattdutson_xview2_2020,
  title = {mattdutson/xview2},
  copyright = {MIT},
  url = {https://github.com/mattdutson/xview2},
  abstract = {A solution to the 2019 xView2 competition.},
  author = {Demirel, Mehmet and Dutson, Matthew and Shridhar, Shri},
  year = {2020},
}

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