Repository holding a dataset for manually labelled small craters on Mars. Twelve images taken from CTX scenes over the MC11-East Quadrangle on Mars, each marked by six annotators. Agglomerative clustering is used to combine annotations.

All commands below generally assume you are in the root directory of the project.

python ./src/cluster_surveys.py ./data/annotations/raw <path/to/output> --<options (see --help for details)>

python ./src/cluster_slider.py ./data/images/MC11E-A.png ./data/annotations/raw/MC11E-A

[can take a while for images with many annotations]

python ./src/analysis.py ./data/annotations/raw/MC11E-B

python ./src/CSFDs.py

python ./src/median_diameter.py

If you found this resource useful in your own work, please read our paper and cite our work using the Zenodo DOI linked above.