| 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 | |