About this Repository

This is a repo for a transfer learning, ensemble network of CNNs. This network is specifically for classifying images of the Amazon rainforest.

Environment Installation guide

• Ubuntu guide referencing: this guide
  1. Install nvidia driver
     1. Can be found under "Additional Drivers" inside Software Updater
  2. Install docker
  3. Install nvidia container for vscode
  4. Install visual studio code
• Windows
  • Install python
  • Installl the following with pip:
    • TensorFlow
    • Pandas
    • Numpy
    • SciKit Learn
    • Matplot lib
    • Seaborn
    • Argparse
  • run python rainforest.py [flags] to execute the program

Download Dataset

• Signup for an account on Kaggle and download the dataset from the competition: https://www.kaggle.com/c/planet-understanding-the-amazon-from-space/data