Attempting to identify exoplanets using machine learning

We explored the use of machine learning to identify exoplanets using data from the Gemini Planet Imager, combining real and synthetic observations to train our models. While we were able to build models that detected some promising signals, they ultimately did not generalize well to withheld data. Nonetheless, the project provided useful insights into the challenges of applying AI to direct imaging in astronomy.