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- You might evaluate if your size of your picture, therefore quality is bigger than you really need so it's slowing your process. I would try to down-sample the pictures and see if the accuracy does not decrease but it increase potentially the processing time.
- I'm not sure I understood your architecture flow fully, but I advice you to look into this sample where you can see how to handle concurrent Textract requests and also the queue https://github.com/aws-samples/amazon-textract-serverless-large-scale-document-processing
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Please reach out to your local AWS account team and/or Solutions Architect. Given the scale that you're operating at there are likely a few different conversations that need to be had.
Ok, very thank you!
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