This is an simple web application that can be used to count structures in IDP or refugees camps from very high resolution satellite images. It:
- allows a user to load a 3-band raster in a web UI;
- crops the raster into smaller tiles;
- scores each tile;
- composes the results as the original ratser;
- download the results or view in-browser.
The model used to detect the huts from the image is a CNN trained here.
You can pull from Docker Hub:
docker pull lriches/roof_detex_app
and run:
docker run -t -p 5000:5000 roof_detex
Navigate to localhost:5000 to find the UI.