Previewing new Document Understanding ML Package architecture

Calling all friends of Document Understanding!

Our data science team has created a new more advanced and more powerful set of ML Packages using a new deep learning architecture. Here is how to try it out.

As usual, go to the AI Center page

ML Packages → Out of the box Packages → UiPath Document Understanding

and you will see a list of ML Packages. You will notice a new set of ML packages whose name has “Preview” at the end. Examples: “InvoicesPreview”, “PurchaseOrdersPreview”, etc.

The new packages are expected to perform better on highly diverse, complex scenarios, on large datasets, especially on the column fields/line items. Training on CPU will take significantly more time than on previous ML Packages (2x longer or more). The 18 Preview Packages being released are as follows:

  • Acord 125
  • Delivery Notes
  • Document Understanding
  • FM 1003
  • 4506T
  • 990
  • I9
  • ID Cards
  • Invoices
  • Invoices Australia
  • Invoices India
  • Passports
  • Purchase Orders
  • Receipts
  • Remittance Advices
  • Utility Bills
  • W2
  • W9

The Public Endpoints for these Preview models are available on the dedicated documentation page here.

And finally, using these Preview models does NOT consume DU/AI units from your licensing entitlement. So feel free to use them as much as you need for testing and evaluation, and let us know the results!

Happy automating!
Your friendly Document Understanding team.

15 Likes