Pinned

1. DS_UNet DS_UNet Public

   Dual Stream U-Net architecture for urban change detection using Sentinel-1 and Sentinel-2 data fusion.

   Python 51 9

2. SiameseSSL SiameseSSL Public

   Urban change detection with a Dual-Task Siamese network and semi-supervised learning

   Python 21 1

3. DDA_UrbanExtraction DDA_UrbanExtraction Public

   Unsupervised domain adaptation for global urban extraction using Sentinel-1 SAR and Sentinel-2 MSI data

   Python 19 4

4. DDA_PopulationMapping DDA_PopulationMapping Public

   Deep learning-based population mapping from Earth observation data in Sub-Saharan Africa

   Python 3

5. PopulationGrowthMapping_Kigali PopulationGrowthMapping_Kigali Public

   Population Growth Mapping in Kigali using bi-temporal Sentinel-2 data and a Siamese network trained with weak supervision at the census level

   Python 1

6. SemiSupervisedMultiModalCD SemiSupervisedMultiModalCD Public

   Semi-supervsed urban change detection with multi-modal Sentinel-1 SAR and Sentinel-2 MSI data.

   Python 3