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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 172 15

  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 34 3

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

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

    Jupyter Notebook 14 1

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

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

    Python 4

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

    DeCUR: decoupling common & unique representations for multimodal self-supervision.

    Jupyter Notebook 9 2

  6. EarthNets/Dataset4EO EarthNets/Dataset4EO Public

    Officail Repo for the EarthNets Platform. https://arxiv.org/pdf/2210.04936.pdf

    Python 67 5