New ML Models in Public preview!
UiPath Document Understanding is launching 5 more ML Models in Preview on both Cloud and On Premises deployments. All models are retrainable (except for OCR engine), so their objective is two-fold. First, you get new, Out-Of-the-Box, Document Understanding capability. But perhaps more importantly, you get a leg-up for training a custom ML model for your specific usecase, by using these models as Base Models in AI Fabric (both On Premises and in the Cloud).
For instance in the On Premises version, when creating a new ML Package you will now have these options. This will make it an order of magnitude easier to train your own Indian Invoices model (for instance) since our OOB Preview model already gets you 90% of the way there.
-
OCR - UiPath proprietary OCR engine covering Latin script text. To be called from UiPath Document OCR activity in OCR.Activities Pack.
-
Purchase Orders - to be called from ML Extractor activity released in 2019.6. List of fields recognized:
PO number
Date
Client Name
Client Address
Vendor Name
Vendor Address
Shipping Name
Shipping Address
Billing Name
Billing Address
Payment Terms
Delivery By Date
Discount
Net Amount
Tax Amount
Tax Rate
Total Amount
Currency
Line items: Line Number, Description, Product Code, Delivery Date, Unit of Measure, Unit Price, Quantity, Line Net Amount, Line Tax Rate, Line Tax Amount, Line amount
For the always up to date list of fields see here, and make sure to have a JSON viewing extension installed on your Web Browser. -
Utility Bills - to be called from ML Extractor activity released in 2019.6
Billing Name
Billing Address
Vendor Name
Vendor Address
Account Number
Invoice Number
Total Amount
Invoice Date
Due Date
Payment Address
Service From Date
Service To Date
Payment Terms
Previous Balance
Document Type (Invoice or Statement)
For the always up to date list of fields see here, and make sure to have a JSON viewing extension installed on your Web Browser. -
Invoices-India - invoices extraction model including 9 additional fields, specific to the India market, to be called from ML Extractor activity.
Supplier GSTIN
Vendor GSTIN
SGST Percentage
CGST Percentage
SGST Total
CGST Total
IGST Percentage
IGST Total
CGST SGST Total
For the always up to date list of fields see here, and make sure to have a JSON viewing extension installed on your Web Browser. -
Invoices-Australia - invoices extraction model including 2 additional fields, specific to the Australia market, to be called from ML Extractor activity.
ABN
BSB
For the always up to date list of fields see here, and make sure to have a JSON viewing extension installed on your Web Browser.
Distribution channels :
-
Document Understanding on premises - please ask your Sales rep for a Document Understanding On premises Trial
-
Public EndPoints (SaaS)
Purchase Orders: https://du.uipath.com/ie/purchase_orders
Utility Bills: https://du.uipath.com/ie/utility_bills
Invoices India: https://du.uipath.com/ie/invoices_india
Invoices Australia: https://du.uipath.com/ie/invoices_au
Already available previously, but now sporting new endpoints (the old endpoints still work, but route to these ones):
Invoices: https://du.uipath.com/ie/invoices
Receipts: https://du.uipath.com/ie/receipts -
AIF Cloud - please ask your Sales rep for a Document Understanding Cloud Trial on AI Fabric Cloud.
Docs:
Document Understanding on premises.
Public Endpoints.
AI Fabric Cloud.
Please don’t forget to send us your feedback so we can improve these preview features and make them shine in your workflows!
The Document Understanding Team
