Used Convolutional Neural Networks to label satellite image chips with atmospheric conditions and various classes of land cover/land use.
The model is based on VGG16 Neural Network Architecture.
The Resulting algorithm can help the global community better understand where, how, and why deforestation happens all over the world - and ultimately how to respond.
The dataset can be found here
Link to the Kaggle Competition.