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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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Introducing Amazon Textract Bulk Document Uploader for enhanced evaluation and analysis

AWS Machine Learning

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from any document or image. The Bulk Document Uploader outputs a standard Amazon Textract JSON response and CSV file. Accepted file formats for bulk uploader are JPEG, PNG, TIF, and PDF.

APIs 72
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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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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.

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12 Best Free Graphic Design Software

JivoChat

Do you want to invest in building a strong brand image? You can change the font, add images, graphic elements, and videos. . Another useful tool is the PDF editor that gives the possibility to import PDF files and break them down into editable elements and alter them as you prefer. . Hundreds of free images and graphic elements.

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Identify the location of anomalies using Amazon Lookout for Vision at the edge without using a GPU

AWS Machine Learning

In this post, we use a set of pictures of toy aliens composed of normal and defective images such as missing limbs, eyes, or other parts. The scripts outputs an image that includes the color and location of the defects on the anomalous image. Source images from local disk. The dataset contains normal and anomalous images.

Scripts 69
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7 Best Digital Signage Software and How to Use Them

JivoChat

The platform supports a big variety of image, audio, and video formats, such as JPG, PNG, gif, MP4, and PDF. Support multiple file formats. Use the drag and drop tool to create playlists, you can include videos, images, web pages, and documents, for example. . Key features: . Integrate with several apps. Work offline.