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1. zhu-xlab/SSL4EO-S12 zhu-xlab/SSL4EO-S12 Public

   SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation

   Python 196 21

2. zhu-xlab/SSL4EO-Review zhu-xlab/SSL4EO-Review Public

   Codes for the benchmark experiments in the paper "Self-supervised Learning in Remote Sensing: A Review"

   Python 36 3

3. zhu-xlab/FGMAE zhu-xlab/FGMAE Public

   Feature guided masked Autoencoder for self-supervised learning in remote sensing

   Jupyter Notebook 19 2

4. zhu-xlab/softcon zhu-xlab/softcon Public

   Multi-label guided soft contrastive learning for efficient Earth observation pretraining

   Python 10

5. zhu-xlab/DeCUR zhu-xlab/DeCUR Public

   Decoupling common and unique representations for multimodal self-supervised learning

   Python 46 2

6. EarthNets/Dataset4EO EarthNets/Dataset4EO Public

   Officail Repo for the EarthNets Platform. https://ieeexplore.ieee.org/abstract/document/10731951

   Python 79 6