Welcome to the home of ML4Floods FloodMapper - a scalable AI pipeline for rapidly mapping the extent of flood water in satellite imagery.
FloodMapper is based on the the open-source ML4Floods Toolkit, originally developed during the Frontier Development Lab (FDL) Europe research program and later enhanced using support from the UK Space Agency.
In this repository:
- scripts ... Contains the core tasks for creating flood maps.
- tutorial ... End-to-end instructions on using FloodMapper.
- deploy_boulia ... Minimal FloodMapper deployment example.
- resources ... Files used by the pipeline and tutorial.
- flood-activations ... Local flooding event files.
Contact Trillium Technologies for more opportunities around the practical application of artificial intelligence to planetary stewardship and space exploration.