This Python script is a part of capstone proposal to submitted for Udacity, in this script was resolved a classification problem using Convolutional Neural Network applied for a set of satellite images from Amazon forest, this was a Kaggle competition named Planet: Understanding the Amazon from Space.

Requirements:

Python 2.7

Numpy

Pandas

TensorFlow 1.1.0

Keras 2.0

Scikit-learn 0.18

Commands:

To training the entire dataset an predict and create the csv file

python amazon.py <path_to_dataset>

Ex:. python amazon.py /home/user/DataSet/Amazon/

To only predicut and create the csv file, but is necessary weights files

python amazon.py <path_to_dataset> --only-predict