Proof of concept which goal is to detect crop fields using instance segmentation. Based on Google Maps API and google maps aerial images.
End-to-end approach is used for easier integration into production.
- Retrieve region from specific google maps coordinates
- Create grid of smaller overlaping sub regions of common input size
- Find ROIs (polygons)
- Convert polygons to google maps API coordinates