Modelpublic

scrollprize/sam2-photogrammetry

sourceHugging Faceapache-2.0updated 2mo agoView on Hugging Face

0likes

Model Card

SAM 2 – Photogrammetry Segmentation (Scroll & Ruler)

Fine-tuned checkpoints of SAM 2.1 (hiera-tiny), for segmenting the papyrus scroll (and, where present, a calibration ruler) in photogrammetry photos of the Herculaneum papyri. Produced by fine-tuning the prompt encoder and mask decoder of SAM 2.1 on a dataset of scroll/mask image pairs.

Code: https://github.com/ScrollPrize/villa/tree/main/foundation/sam2-photogrammetry

Checkpoints

File	Description
`photo2_ruler_t_1000.torch`	For photogrammetry captures that include a calibration ruler in frame — segments both scroll and ruler. 1000 training iterations.
`photo2_t_5000.torch`	For photogrammetry captures with no ruler in frame — segments scroll only. 5000 training iterations.

Usage

See the sam2-photogrammetry README for full setup instructions. To fetch a checkpoint directly:

bash

wget https://huggingface.co/scrollprize/sam2-photogrammetry/resolve/main/photo2_ruler_t_1000.torch -P checkpoints/

License

Apache 2.0, matching the parent SAM 2 repository.