ML models and capabilities
All of our models can be trained to understand any language recognized by an OCR. This also applies to languages not immediately recognized by the model. For instance, if you're working with purchase orders in Romanian, you'll need to specifically train the model with Romanian language purchase orders. Check the OCR page for a list of languages supported by our OCR engines.
Exceptions are Chinese, Japanese, Korean and right-to-left languages. To process documents in these languages, you can only train them on the out-of-the-box model package specifically designed for that language (like Invoices China Invoices Japan). Alternatively, you can use the generic Document Understanding package.
The following table lists the languages supported out-of-the-box by our models.
| ML model or capability | Languages supported out of the box (pre-trained) |
|---|---|
| 709 - Preview | English |
| 941x - Preview | English |
| 1040 | English |
| 1040 Schedule C - Preview | English |
| 1040 Schedule D - Preview | English |
| 1040 Schedule E - Preview | English |
| 1040x - Preview | English |
| 3949a - Preview | English |
| 9465 - Preview | English |
| 4506T | English |
| Acord125 | English |
| Acord126 | English |
| Acord131 | English |
| Acord140 | English |
| Acord25 | English |
| Bank Statements | English |
| Bills of Lading |
|
| Certificate of Incorporation/ Good Standing | English |
| Certificate of Origin | English |
| Checks | English |
| Children Product Certificate | English |
| CMS1500 | English |
| EU Declaration of Conformity | English |
| Financial Statements | English |
| FM1003 - Preview | English |
| I9 | English |
| IDCards | Trained to support ID cards and driver's licenses from:
|
| Invoices |
|
| Invoices2 Note: Only available as a public endpoint. |
|
| InvoicesAustralia Note: Deprecated: model has been merged into the Invoices model. See the Invoices model page for details. | English |
| Invoices China |
|
| Invoices Hebrew - Preview | Hebrew |
| Invoices India | English |
| Invoices Japan | Japanese |
| Invoices Shipping | English |
| Packing Lists | English |
| Passports | All nationalities |
| Pay slips | English |
| Purchase Orders |
|
| Receipts |
|
| Receipts2 Note: Only available as a public endpoint. |
|
| Receipts Japan Note: Only available as a public endpoint. | Japanese |
| RemittanceAdvices | English |
| UB04 - document type - Preview | English |
| US Mortgage Closing Disclosures Note: Only available as a public endpoint. | English |
| Utility Bills | English |
| Vehicle Titles | English |
| W2 | English |
| W9 |
|