CNN_wild_fires

Demo code for data preprocessing and training a CNN to predict wildfire sizes given a fire starting in a location in CA.

Data source:

• Climate: https://www.worldclim.org/data/worldclim21.html

• Fire: https://gis.data.ca.gov/datasets/CALFIRE-Forestry::wildfire-perimeters/explore

Preprocessing command python preprocessing_data.py

Training command python train_cnn_gpu.py