Semantic Segmentation on Martian DEMs for automatic detection of mounds.

Install Environment:

conda env create -f environment.yml

Download the data: https://figshare.com/articles/dataset/Mound_Segmentation_Data/21180661

Source data can also be pulled from git-lfs: git lfs pull

Download the saved models and save them under weights folder: https://figshare.com/articles/software/saved_models_zip/21180445
Data exploration and experiments are contained in the following notebooks:

01-data-exploration.ipynb

02-features.ipynb: feature preparation

03-segmentation.ipynb

Acknowledgement

Europlanet 2024 RI has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No 871149.