Textract AI : Migration of model to different account/environments

Question

Hi,

I am experimenting with Textract and have been training the model using the Web front end on my Dev Account and have created an "Adapter" etc

1. How and What is needed for the model to be migrated  to the upper environments?
2. Since this not not a Python jupyter notebook etc how is the model extracted from the web?
3. Business users will be needed to train the Model on an ongoing basis. How do companies do this? Give Business access to AWS account (Non Prod)?
4. AFAIK every time the model is retrained/new adapter version is created we have to update the Lambda calling the adapter with version# + questions. Is there a work around for this?

Thanks
Arvind

keithm · Answer

Hi Arvind,

* 1&2: Please see our documentation on how to move adapters between AWS Accounts: https://docs.aws.amazon.com/textract/latest/dg/textract-copy-adapters.html
* 3: Once annotations are complete, adapters can be trained via the console or programmatically via the API
* 4: You can store the adapter configs within the parameter store and prevent code changes when you're ready to use a new adapter version in production: https://docs.aws.amazon.com/systems-manager/latest/userguide/ps-integration-lambda-extensions.html

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Textract AI : Migration of model to different account/environments

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