SpaceML

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  1. An ecosystem of data, models and code pipelines to tackle flooding with ML🌊

    Jupyter Notebook 178 43

  2. Curator can be used to train a classifier with fewer labeled examples needed using self-supervised learning.

    Jupyter Notebook 114 27

  3. Official code for STARCOP: Semantic Segmentation of Methane Plumes with Hyperspectral Machine Learning models πŸŒˆπŸ›°οΈ

    Jupyter Notebook 69 15

  4. Official code for πŸš€ Unsupervised Change Detection of Extreme Events Using ML On-Board πŸš€

    Jupyter Notebook 57 7

  5. GIBS Downloader is a command-line tool which facilitates the downloading of NASA satellite imagery and offers different functionalities in order to prepare the images for training in a machine lear…

    Jupyter Notebook 50 8

  6. Swipe Labeler is a Graphical User Interface based tool that allows rapid labeling of image data.

    Jupyter Notebook 27 7