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1. susi susi Public

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

   Python 114 22

2. CNN-SoilTextureClassification CNN-SoilTextureClassification Public

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

   Python 61 16

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 194 62

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 49 13

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

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

   Python 46 10

6. hyperspectral-regression hyperspectral-regression Public

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

   Jupyter Notebook 27 5