Project-Two-Makerspace-Inventory-Receipt-Lines-labeled
Project: Makerspace Inventory Management System Author: Ethan Kessler (Carnegie Mellon University) License: MIT Date: 2025
Description:
Tabular data with receipt text lines extracted from McMaster-Carr item receipts, retrieved from https://www.mcmaster.com/ via Tesseract OCR engine Lines were manually labelled as either "important" or "other" based on whether the line was deemed to have important information for identifying the name, quantity, vendor, manufacturer, or other important information for documenting in a listed inventory.
Dataset Summary:
- Total Lines: 718
- Splits: training split
- Label Format: "Text Label" Applications:
- Receipt line extraction
- makerspace inventory management Limitations:
- Trained on McMaster Carr receipts only.
- High percentage of "Other" may lead to biased training. Ethical Use:
No identifying data or private information collected. Citation:
Kessler, E. (2025). "receipt-lines." Hugging Face: https://huggingface.co/datasets/emkessle/receipt-lines