Category: Uncategorized

  • Detecting aircraft on Airbus Pleiades imagery with YOLOv5

    Introduction Recently Airbus Intelligence has published a few Machine Learning Datasets on the Kaggle platform. These datasets are samples from much larger and more comprehensive datasets provided by Airbus. Nevertheless, they are good datasets to start with and build upon if you wish to learn more about Earth Observation imagery and Deep Learning. In this article, we […]

  • Important Things you should know before organizing a Kaggle Competition

    Lessons Learned from the Airbus Ship Detection Challenge In 2018, my team at Airbus Defence and Space Intelligence and I organized a machine learning challenge on the well-known Kaggle platform (see https://www.kaggle.com/c/airbus-ship-detection). At the time, there were discussions internally about the interest of such an initiative, the concrete benefits that we could gain from it, and […]