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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. Figure 17: OpenSearch monitoring executions failed And this one shows the failed executions.

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Monitoring Lake Mead drought using the new Amazon SageMaker geospatial capabilities

AWS Machine Learning

png') filenames.sort() for filename in filenames: frames.append(imageio.imread(filename)) imageio.mimsave('lake_mead.gif', frames, duration=1) HTML(' ') We can also extract the lake’s boundaries and superimpose them over the satellite images to better visualize the changes in lake’s shoreline. resize(image, (1830, 1830), interpolation=cv2.INTER_LINEAR)