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Deep Work
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Deep Work
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  1. susi susi Public

    SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)

    Python 99 21

  2. CNN-SoilTextureClassification CNN-SoilTextureClassification Public

    1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data

    Python 53 15

  3. jensleitloff/CNN-Sentinel jensleitloff/CNN-Sentinel Public

    Analyzing Sentinel-2 satellite data in Python with Keras (repository of our talks at Minds Mastering Machines 2019 and PyCon 2018)

    Python 190 61

  4. hyperspectral-soilmoisture-dataset hyperspectral-soilmoisture-dataset Public

    Hyperspectral and soil-moisture data from a field campaign based on a soil sample. Karlsruhe (Germany), 2017.

    Jupyter Notebook 35 13

  5. thermal-image-processing thermal-image-processing Public

    Thermal infrared image processing scripts, e.g. for FLIR Tau 2 camera.

    Python 41 10

  6. hyperspectral-regression hyperspectral-regression Public

    Code examples for the book chapter "Supervised, Semi-Supervised and Unsupervised Learning for Hyperspectral Regression".

    Jupyter Notebook 21 5