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Document Understanding Modern Projects User Guide
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Last updated Nov 14, 2024

Receipts - ML Package

Overview

A receipt is a document acknowledging that a person has received money or property in payment following a sale or other transfer of goods or the provision of a service.

The Receipts model can extract key data points from a variety of types such as regular cash register receipts, restaurant, car parking/ rental, etc.

Particularities

The model automatically detects data such as:

  • Items: Description, Quantity, Unit Price, Line Amount;
  • Vendor Name, Vendor Address, Phone Number;
  • Total Amount, Tax Amount.
Note: For the complete list of extracted fields, check the Out-of-the-box Models Details file.

Samples

Here is a sample of a receipt:



Related out-of-the-box pre-trained models:

  • Invoices
  • Purchase Orders
  • Remittance Advices

Processed document types:

This out-of-the-box pre-trained model can be used with the following document types:

  • Cash Register receipts
  • Restaurant receipts
  • Hotel receipts
  • Airline receipts
  • Car Rental receipts
  • Pharmacy receipts

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