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
Meta learning algorithms for species distribution models: learning to learn small agile models to recognize speciesDownload
Species distribution models from multimodal data: recognizing thousand of species with social media, images and climate dataDownload
Life underwater
Images and text
Visual Question Answering: Assessing ground conditions after a flooding event by asking questions to images (topic for Spring 2024)Download
Land cover / land use
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
Detection of Marine Litter and Floating Objects on the Sea Surfaces on Coastal Regions [L. Pasero, Msc thesis, spring 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
Mapping corals from above with machine learning
[J. Stoll and A. Perrouchoud, semester projects, spring/fall 2021]Download
[J. Stoll and A. Perrouchoud, semester projects, spring/fall 2021]Download