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