Use case · Related prototype
Choose a receipt total
Return the right amount from a short list.
- Receipt text
- Score candidate amounts
- Return the chosen total
An expense tool needs the final amount rather than an essay about the receipt. A classifier could distinguish a total from tax, subtotal or change.
Where the small model fits
Text recognition supplies candidate amounts and their context. A small scoring head selects a candidate; the application retains the original number and its location for review.
What would need to work
Measure exact amount selection on unseen receipt layouts. The current text-based demo does not reproduce a complete photo-to-expense workflow.