Project is attempting to nowcast precipitation based on radar images, using DL techniques.
The notebook titled "nowcastingmodel.ipynb" contains the baseline DL model which is based on ConvLSTM. It receive an input sequence of N images and predicts a sequence of M images. (Notice: in the notebook, N = M = 8 images).
Please run the "precipitationnowcasting.ipynb" using Google Colab
Predictions animation:
There are additional implementations using different DL architectures in the Models folder.