Entity Linking for Receipts
I am building a model for reading receipts from their mobile snapshots. After the receipt is OCR'd, I plan to use a variation on LayoutLM for entity extraction. Entities are: quantity, price-per-unit, product-name, items-price, etc.
What is the best model to consider to link all these entities into a single receipt item, so the final result looks like:
items: [
{product: ...,
unit_price: ...,
price_paid: ...,
quantity: ...,
},
...
]
Topic document-understanding spatial-transformer ocr nlp
Category Data Science