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