Invoices Hebrew - ML package

Overview

An invoice, bill or tab is a commercial document issued by a seller to a buyer relating to a sale transaction and indicating the products, quantities, and agreed-upon prices for products or services the seller had provided the buyer.

This ML package is trained to extract key data points from various types of invoices. The schema consists of 27 fields, 7 items, and a currency classifier extracting information about customers, vendors, payments and products or services, payment details including bank info. You can adjust the schema of fields to your own requirements.

Particularities

The ML package is trained to automatically detect data such as:

• Vendor Name, Vendor Address, Billing Name, Billing Address
• Invoice Number, Purchase Order Number, Payment Terms, Due Date
• Net Amount, Tax Amount, Discount, Total Amount
• VAT Number, VAT Rate
• Bank Account Number, Bank Name, SWIFT, IBAN

Note: For the complete list of extracted fields, check the Out-of-the-box Models Details file.

Samples

You can download the a sample filled-in form from here.

You can also preview the sample of a filled-in form: