NimbusNet - NCSA Hackathon III Spring 2020

NimbusNet is cloud detection project powered by various state-of-the-art deep learning algorithms.

File Descriptions

1. count_blocks.py

   Get some basic stats about the data. E.g., total number of blocks, the ones that are manually classified as good training data and bad training data.

2. create_dataset_FFN.py

   Create dataset for the Feed Forward Network (FFN)

3. create_dataset_UNet.py

   Create dataset for UNet

4. train_FFN.py

   Train dataset using FFN

5. train_UNet.py

   Train dataset using UNet