Watching Armed Conflicts from Space

Leveraging open-access satellite images with deep learning can help humanitarian and human rights organizations address violent conflicts more rapidly. To ensure the effectiveness of remote monitoring, organizations need to align their strategies with the technical constraints of deep learning-based monitoring systems.

by Valerie Sticher, Olivier Dietrich, Birke Pfeifle and Jan Dirk Wegner
Smoke rising from Mekelle, Ethiopia on 20 October 2021.
Smoke rising from Mekelle, Ethiopia on 20 October 2021. (Picture: Copernicus Sentinel 2 imagery, processed by the EU DG for Defense Industry and Space, access via Reuters)
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