Here is the code for the Nasa Space Apps 2019 challenge. In order to run the app and train the Neural Network, you can download the dataset here:
https://drive.google.com/open?id=15nKAmnpCJvVFfVaPE_lVJ69paJH9D4XN
And put it inside the ConvolutionalNeuralNetworks folder. Run the training of the network with:
python3 cnn.py
And then run the app with:
pip3 install -r requirements.txt
python3 app.py
If you would like to run the app using our pretrained network, you can download the model file from:
https://drive.google.com/open?id=1QsRhEOyVdDNPvNJsYaw4J7gvFu7oCexo
And put it inside the ServeModel/models folder. And then run the app:
python3 app.py
Full code with trained model and data set can be found at:
https://drive.google.com/open?id=1rViLwHm8AcQ__RyTOTOro0lrp_y3EoYs