CODEWITHSUNDEEP
cloud-document-ai
Divyasri D
Divyasri D

Reputation: 11

Can Google classify document types such as W-2 forms and W-9 forms?

I need to determine the document type first, as we have a bunch of documents. Only after that can I use a specialized processor.

I've tried the Custom Document Classifier in Workbench and trained the model for W-2 and W-9 forms. However, I'm not getting the expected labels when evaluating either W-2 or W-9. Additionally, for your reference, I also have a 'none' label.

Upvotes: 0

Views: 57

Answers (1)

Holt Skinner
Holt Skinner

Reputation: 2232

Followup from comments

Ok, I'd recommend adding more training data than 12 of each. (You'll have to experiment to see how much it takes to get the accuracy you need) Depending on the variety of "other" documents you want to identify, you could need significantly more of those to avoid model bias.

You can also apply for allowlisting to the Lending Splitter/Classifier processor here and you wouldn't need to train your own model.

https://docs.google.com/forms/d/e/1FAIpQLSc_6s8jsHLZWWE0aSX0bdmk24XDoPiE_oq5enDApLcp1VKJ-Q/viewform?gxids=7826

Upvotes: 0

Related Questions