GeoAI Resources

This page provides GeoAI resources.

===GIScience related

  • TBA


===RS related

Train a deep learning net with OpenStreetMap features and satellite imagery.

Classify roads and features in satellite imagery, by training neural networks with OpenStreetMap (OSM) data.

DeepOSM can:

  • Download a chunk of satellite imagery
  • Download OSM data that shows roads/features for that area
  • Generate training and evaluation data
  • Display predictions of mis-registered roads in OSM data, or display raw predictions of ON/OFF
  • TBA