Courses taught by ECEO
Thesis topics
These are examples of MSc topics proposed by ECEO. Some of them have already been taken by other students, but new avenues / extensions can be discussed. Get in touch!
Wildlife
Life underwater
Learning representations from images (and text)
Self-Supervised Learning from Satellite Images with a Joint-Embedding Predictive Architecture [O. Güven, MSc thesis, Fall 2024] Download
Land cover / land use
Learning discrete and interpretable representation of environmental data for wildfire forecasting Download
Human-in-the-loop deep learning for land cover mapping [J. Leuenberger (ETH), MSc thesis, Spring 2024] Download
Completed thesis topics (some examples)
Dynamic adaptation: classifying wildlife in camera trap images, no matter the species [V. Gabeff, MSc thesis, Fall 2022]Download
Segmentation of Marine Debris with a Few-Shot Learning Model [D. Gül, MSc thesis, Fall 2022]Download
Large-scale bird detection in aerial imagery using machine and deep learning [T. Patron, Semester project Spring 2022]Download
Efficient coconut mapping exploiting human-machine interaction [D. Schibli, Msc thesis, fall 2021]Download