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RoadDetectionUNet

Built by Roshan Benefo, Leah Kreichman and Stefan Papazov

As part of a project for CIS 522, Deep Learning, my friends and I built a series of UNets to detect roads from satellite images. To run the file, install requirements.txt, and run main.py.

Some sample outputs of the networks are below:

Sample Satellite Image

Sample Output Mask

Our presentation for this project is linked here: link.

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