Deep-Learning-using-MODIS-Images

Research for internship at NASA Ames Research Center. Trains and neural network to classify regions in multispectral (satellite) imagery as flooded or not flooded .

  1. Dependencies
  • Anaconda/Miniconda
  • Jupyter Notebook
  • Pytorch > 1.0 - Deep Learning Framework
  • GDAL - Reading and Processing Multisprectral Imagery
  • Numpy - Manipulating n dimensional arrays
  • MlFlow - Machine Learning Lifecycle Management and Experiment Tracking