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Lunar Debris and Voids

Instance segmentation dataset of geological features on the lunar surface, derived from Lunar Reconnaissance Orbiter Camera (LROC) NAC imagery.

Classes

id name description
1 pit Volcanic collapse / lava tube skylight
2 stone Surface boulder / rock
3 crater Impact crater rim / bowl

Format

COCO Detection 2017. Annotations under annotations/instances_{split}.json. Images under images/{split}/.

Annotation methodology

Interactive segmentation via MobileSAM (box-prompt → polygon) with manual fallback mode. Annotated using luna_labeler on LROC NAC patches (256×256 px crops).

Citation

Hertsch, F. (2026). Luna: Lunar Pit Detection Pipeline. DHBW Ravensburg.

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