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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. Because the TextractAsy nc task can produce multiple paginated output files, the TextractAsyncToJSON2 process combines them into one JSON file.

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Build a receipt and invoice processing pipeline with Amazon Textract

AWS Machine Learning

Value' --output text)" VALUE {'ruleId': 1, 'type': 'regex', 'field': 'INVOICE_RECEIPT_ID', 'check': '(?i)[0-9]{3}[a-z]{3}[0-9]{3}$', i)[0-9]{3}[a-z]{3}[0-9]{3}$', 'errorTxt': 'Receipt number is not valid. i)[0-9]{3}[a-z]{3}[0-9]{3}$ and if PO_NUMBER is present and matches the regex (?i)[a-z0-9]+$

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Monitoring Lake Mead drought using the new Amazon SageMaker geospatial capabilities

AWS Machine Learning

While these numbers might seem removed from our daily lives, the Earth has been warming at an unprecedented rate over the past 10,000 years [1]. Research shows that the water levels in Lake Mead are at their lowest level since 1937 [3]. We use a SageMaker Studio notebook with a SageMaker geospatial image for our analysis.

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Identify rooftop solar panels from satellite imagery using Amazon Rekognition Custom Labels

AWS Machine Learning

You can use these images to identify solar panel installations. With rapid development in computer vision technology, several third-party tools use computer vision to analyze satellite images and identify objects (like solar panels) automatically. Use a Ground Truth labeling job to label the images.

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4 Tips For Effective Web Development In 2023

SurveySparrow

The only time that there is a change is when the source files are modified. Here are some actionable tips for reducing your load time or increasing pagespeed: Image Optimization Is A Must. Images are great for adding aesthetic value to your website. However, largely sized images can impact your load time.

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5 Spooky Tricks That Should Scare Email Marketers

Optimove

Trick #1 – Email cut-offs and clippings. Trick # 3 – Shocking unsubscribing experiences. First, it’s good to know that dark mode doesn’t and cannot invert images. Leverage your email marketing campaigns with the most up-to-date, fang-tastic strategies from Optimove email marketing experts.

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Build well-architected IDP solutions with a custom lens – Part 3: Reliability

AWS Machine Learning

Accepted file formats include JPEG, PNG, PDF, and TIFF files. JPEG 2000-encoded images within PDFs are supported). Document preprocessing is required before using Amazon Textract if the file format is not supported (for example, Microsoft Word or Excel). png','doc-img-2.png', png', 'doc-img-3.png',