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Implement smart document search index with Amazon Textract and Amazon OpenSearch

AWS Machine Learning

Documents in PDF, TIFF, JPEG or PNG format are put in an Amazon Simple Storage Service ( Amazon S3 ) bucket and subsequently indexed into OpenSearch using this Step Functions workflow. The graph below shows an initial test at 18:00 followed by the main ingest at 21:00 and all done by 2:30. hours in the US East (N.

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Semantic segmentation data labeling and model training using Amazon SageMaker

AWS Machine Learning

Annotations are expected to be uncompressed PNG images. png | - image2.png png |- validation_annotation | - image3.png png | - image4.png png |- label_map | - train_label_map.json | - validation_label_map.json. The annotations are single-channel PNG images. png | -0_2022-02-10T17:41:04.530266.png