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1. susisusiPublic

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

   Python 110 23

2. CNN-SoilTextureClassificationCNN-SoilTextureClassificationPublic

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

   Python 59 16

3. jensleitloff/CNN-Sentineljensleitloff/CNN-SentinelPublic

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

   Python 193 61

4. hyperspectral-soilmoisture-datasethyperspectral-soilmoisture-datasetPublic

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

   Jupyter Notebook 47 13

5. thermal-image-processingthermal-image-processingPublic

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

   Python 45 10

6. hyperspectral-regressionhyperspectral-regressionPublic

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

   Jupyter Notebook 27 5