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  1. HSG-AIML/SSLTransformerRS HSG-AIML/SSLTransformerRS Public

    Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 - Best Student Paper Award

    Python 79 14

  2. HSG-AIML/GDA HSG-AIML/GDA Public

    Code repository for "Parameter Efficient Self-supervised Geospatial Domain Adaptation", CVPR 2024

    Python 23 2

  3. HSG-AIML/MaskedSST HSG-AIML/MaskedSST Public

    Code repository for Scheibenreif, L., Mommert, M., & Borth, D. (2023). Masked Vision Transformers for Hyperspectral Image Classification, In CVPRW EarthVision 2023

    Python 32 7

  4. HSG-AIML/RemoteSensingNO2Estimation HSG-AIML/RemoteSensingNO2Estimation Public

    Estimation of Air Pollution with Remote Sensing Data: Revealing Greenhouse Gas Emissions from Space, presented at Tackling Climate Change with Machine Learning workshop at ICML 2021.

    Python 21 7

  5. HSG-AIML/Global-NO2-Estimation HSG-AIML/Global-NO2-Estimation Public

    Code repository for "Toward Global Estimation of Ground-Level NO2 Pollution With Deep Learning and Remote Sensing", IEEE TGSRS, 2022

    Jupyter Notebook 20 4

  6. HSG-AIML/IGARSS2023_EfficientDeepLearningEO HSG-AIML/IGARSS2023_EfficientDeepLearningEO Public

    Course materials for the IGARSS 2023 Tutorial "Efficient Deep Learning for Earth Observation"

    Jupyter Notebook 26 6