Introduction

We will provide you with a dataset and a jupyter notebook, showing how to handle the dataset and train a model. This should give you a good starting point even if you are unfamiliar with Remote Sensing or Machine Learning.

Tools and Technologies

  • Programming: You can use a language of your choice, e.g. Python is providing good support in Remote Sensing and Machine Learning
  • Remote Sensing: The dataset contains satellite imagery (MODIS)
  • Machine/Deep Learning: A data-driven method should be used to explore the dataset
  • Explainable AI: feature and model relations can be explored with the toolbox of explainable AI

Contact Us & Support Channels

You can contact us on Slack or write an email to ml4earth@gmail.com.

Tutorials and introductions about Remote Sensing can be found here: