You may review this blog https://aws.amazon.com/blogs/machine-learning/build-a-custom-entity-recognizer-for-pdf-documents-using-amazon-comprehend/ . It has a detailed example now how to build customer recognizer for PDF documents on Amazon Comprehend.
To create the annotation for the PDF documents, it does it Amazon Ground Truth.
Hope this helps!
Hello - if you are being signed out of the AWS console, you may need to set a longer IAM session duration, e.g. to 12 hours.
If you are not being logged out of AWS console and your SageMaker notebook is still timing out, you may need to run your scripts using nohup command or use SageMaker training so training will continue even if you get disconnected from your Sagemaker notebook.
Hope this helps. Thank you!
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