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Semantic segmentation data labeling and model training using Amazon SageMaker

AWS Machine Learning

In computer vision, semantic segmentation is the task of classifying every pixel in an image with a class from a known set of labels such that pixels with the same label share certain characteristics. It generates a segmentation mask of the input images. For example, the following images show a segmentation mask of the cat label.

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Image augmentation pipeline for Amazon Lookout for Vision

AWS Machine Learning

Amazon Lookout for Vision provides a machine learning (ML)-based anomaly detection service to identify normal images (i.e., images of objects without defects) vs anomalous images (i.e., images of objects with defects), types of anomalies (e.g., In Section 3, we present the image augmentation pipeline for normal images.

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10 Best Free Logo Maker Apps

JivoChat

Resizable files. Social media files. Its easy-to-use editor allows you to personalize your logo with the drag-and-drop tool, where you can insert icons, images, and other graphic elements. . Download the logo in different file formats. High-resolution file formats. Download the logo in png or SVG.

Banking 75
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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

i)[0-9]{3}[a-z]{3}[0-9]{3}$', 'errorTxt': 'Receipt number is not valid. These documents are received through channels like hard copies, scanned copies uploaded to file storage, or shared storage devices. i)[0-9]{3}[a-z]{3}[0-9]{3}$ and if PO_NUMBER is present and matches the regex (?i)[a-z0-9]+$

APIs 89
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Introducing one-step classification and entity recognition with Amazon Comprehend for intelligent document processing

AWS Machine Learning

Today, Amazon Comprehend supports classification for plain text documents, which requires you to preprocess documents in semi-structured formats (scanned, digital PDF or images such as PNG, JPG, TIFF) and then use the plain text output to run inference with your custom classification model.

APIs 71
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How to Make Instagram Highlight Covers

JivoChat

If you have an online store, you can create a highlight to show some of the products available in your ecommerce, a highlight with images and videos of your physical store, and one presenting your team, for instance. . 3 - Select the stories you wish to include on the highlight . How to Make An Instagram Highlight.