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trailbehind / DeepOSM

Train a deep learning net with OpenStreetMap features and satellite imagery.
MIT License
1.31k stars 182 forks source link

New Contributor #49

Closed batCoder95 closed 8 years ago

batCoder95 commented 8 years ago

Hey Guys, I am B.Tech. CS graduate and I have been working on image processing since 1.5 years. I would like to contribute to this project. Can anyone assign me some task, doesn't matter how simple or tough ?

andrewljohnson commented 8 years ago

@batCoder9395 do you think you can extend the analysis to buildings?

This would require 1) extracting the buildings polygons from OSM data, 2) shading in the inside of the polygons when creating the bitmap representation of the building data, 3) adding a parameter to bin/create_training_data.py. Some polygons have holes too, so there is a little thinking required to shade the bitmap.

I think the whole pipeline would otherwise work, and then the command line tool could do buildings too, and we could start experimenting with those.

There is more info in issue #25 too

batCoder95 commented 8 years ago

Hey Andrew, I read that DeepOSM can run on Mac and Linux. I am a windows user. Is there any way around this ?

andrewljohnson commented 8 years ago

Never tried, but Docker should be good on Windows. If it works on Windows, please do a PR on the README.

andrewljohnson commented 8 years ago

closing this now, let me know if you have questions on buildings!