1 code implementation • 4 Jul 2023 • Michael Mommert, Nicolas Kesseli, Joëlle Hanna, Linus Scheibenreif, Damian Borth, Begüm Demir
Based on this dataset, we showcase the value of combining different data modalities for the downstream tasks of patch-based land-use/land-cover classification and land-use/land-cover segmentation.
1 code implementation • 31 Aug 2021 • Linus Scheibenreif, Michael Mommert, Damian Borth
Air pollution is a major driver of climate change.
no code implementations • 22 Jul 2021 • Michael Mommert, Linus Scheibenreif, Joëlle Hanna, Damian Borth
Using a ResNet-50 deep learning model, we are able to achieve a mean accuracy of 90. 0% in distinguishing 10 different power plant types and a background class.
1 code implementation • 23 Nov 2020 • Michael Mommert, Mario Sigel, Marcel Neuhausler, Linus Scheibenreif, Damian Borth
The major driver of global warming has been identified as the anthropogenic release of greenhouse gas (GHG) emissions from industrial activities.