thomas-schellenberger / glacier-mapping-with-deep-learning

Glacier Mapping with Deep Learning

Authors:
Konstantin A. Maslov,
Thomas Schellenberger

A repository for the teaching materials on deep learning for glacier mapping from the Machine Learning for Glaciology workshop, Finse Alpine Research Centre, Norway. This part of the workshop covers glacier mapping with the use of pixel-based methods such as random forests and deep learning models for semantic image segmentation.

Teaching materials

TODO

Note that the datasets and the pretrained models are available only on Hub.

Project

TODO

We will update the materials during the workshop. If you notice any inaccuracies, mistakes or errors, feel free to submit a pull request.