| title: BPL Shelf-List Card Extraction | |
| emoji: 📇 | |
| colorFrom: gray | |
| colorTo: indigo | |
| sdk: static | |
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| license: cc-by-4.0 | |
| # Boston Public Library shelf-list cards → structured records | |
| A demo of zero-shot structured extraction on scanned BPL shelf-list catalogue cards | |
| using [NuExtract3](https://huggingface.co/numind/NuExtract3) (4B, Apache-2.0), run as a | |
| single command on Hugging Face Jobs via the | |
| [`uv-scripts/ocr`](https://huggingface.co/datasets/uv-scripts/ocr) `nuextract3.py` script. | |
| Each card image is paired with the JSON the model returned for a target catalogue schema | |
| (`shelf_no`, `author`, `title`, `place`, `date`, `accession_no`, …). The model also | |
| self-classifies shelf-divider cards vs bibliographic cards. | |
| **This is an unreviewed zero-shot demo** — the next step is expert curator review and an | |
| iteration loop (and, potentially, a fine-tuned community model). Source cards are public | |
| domain via the Boston Public Library. | |