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Human Revision with Textract Expenses

0

Hi, we are developing an invoice OCR, so we decided to use Textract to get info from the invoices and exepenses useing the AnalyzeExpense/StartExpenseAnalysis commands. In some cases there are fields that are not detected by them. We saw that there is an option to implement Textract with A2I to train our a model. But as we can see in the API documentantion it seems to only be available with AnalyzeDocument. Is there any option to integrate with the requests in which we are interested (AnalyzeExpense/StartExpenseAnalysis) ?

Sujets
Machine Learning et AI
Balises
Amazon TextractAmazon Augmented AI
Langue
English
Kuara
demandé il y a 2 ans341 vues
1 réponse
1

Hi,

At the moment only the AnalyzeDocument API has A2I direct integration.

If you want to include an A2I in your AnalyzeExpense workflow please use the Amazon Augmented AI with Custom Task Types.

AWS
Ioan
répondu il y a 2 ans
  • Kuara
    il y a 2 ans

    Thanks for your reponse. We will take a look.

  • Kuara
    il y a 2 ans

    Hi Ioan, We have been looking to use Custom Task Types, but we are not sure how we could use our model on Textract.

  • Alex_T EXPERT
    il y a 2 ans

    For a custom A2I task type, you would first call Textract (AnalyzeExpense), then call A2I StartHumanLoop with the raw output and build a custom UI to present that to the user for adjustment. Your custom UI could be simple (for e.g. see A2I sample UIs repo) or complex (For e.g. see this sample using a SageMaker post-processing model too)

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