Extraction of buildings and road networks from Satellite Images

Keywords: Python, Tensorflow, Keras, Pytest

Repository: Building and Road Segmentation Python application

Below we display an example of an input image and the corresponding ground truth and predicted road network and building footprints.

Input Image

Predicted Labels

Humanitarian and natural disasters can impact roads and buildings, and having a tool that can quickly survey them is useful. For this reason, I extract buildings and road networks from satellite images using Tensorflow and UNet archtectures.