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Social media image size guide for 2023 

BirdEye

But to do that successfully, it is important to play by the rules of the social media companies especially when it comes to social media image sizes. And that is why this blog post covers all the social media image sizes you need to succeed across all channels. Portrait: Image is 1080 x 1350 pixels, 4:5 aspect ratio.

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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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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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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.

Metrics 101
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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. Value' --output text)" VALUE {'ruleId': 2, 'type': 'regex', 'field': 'PO_NUMBER', 'check': '(? These documents are received through channels like hard copies, scanned copies uploaded to file storage, or shared storage devices.

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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.

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Facebook Ad Size and Specification: The Complete Guide for 2020

SurveySparrow

There are image sizes, character requirements, photo resolution, text percentage, and so many other things that need to be kept in mind while creating an ad for your audience on Facebook. 1 Facebook Ad Image size. The minimum image size that is accepted by Facebook is 476*249 pixels. Maximum video file size : 4GB. #2

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