Semantic Segmentation on Martian DEMs for automatic detection of mounds.

1. Install Environment:

conda env create -f environment.yml

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

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

3. Download the saved models and save them under weights folder: https://figshare.com/articles/software/saved_models_zip/21180445

4. 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.