Identify paraphrased text with Hugging Face on Amazon SageMaker

Favorite Identifying paraphrased text has business value in many use cases. For example, by identifying sentence paraphrases, a text summarization system could remove redundant information. Another application is to identify plagiarized documents. In this post, we fine-tune a Hugging Face transformer on Amazon SageMaker to identify paraphrased sentence pairs in

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Shared by AWS Machine Learning April 29, 2022

How Searchmetrics uses Amazon SageMaker to automatically find relevant keywords and make their human analysts 20% faster

Favorite Searchmetrics is a global provider of search data, software, and consulting solutions, helping customers turn search data into unique business insights. To date, Searchmetrics has helped more than 1,000 companies such as McKinsey & Company, Lowe’s, and AXA find an advantage in the hyper-competitive search landscape. In 2021, Searchmetrics

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Shared by AWS Machine Learning April 29, 2022

Abode uses Amazon Rekognition Streaming Video Events to provide real-time notifications to their smart home customers

Favorite Abode Systems (Abode) offers homeowners a comprehensive suite of do-it-yourself home security solutions that can be set up in minutes and enables homeowners to keep their family and property safe. Since the company’s launch in 2015, in-camera motion detection sensors have played an essential part in Abode’s solution, enabling

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Shared by AWS Machine Learning April 29, 2022

3xLOGIC uses Amazon Rekognition Streaming Video Events to provide intelligent video analytics on live video streams to monitoring agents

Favorite 3xLOGIC is a leader in commercial electronic security systems. They provide commercial security systems and managed video monitoring for businesses, hospitals, schools, and government agencies. Managed video monitoring is a critical component of a comprehensive security strategy for 3xLOGIC’s customers. With more than 50,000 active cameras in the field,

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Shared by AWS Machine Learning April 29, 2022

Amazon Rekognition introduces Streaming Video Events to provide real-time alerts on live video streams

Favorite Today, AWS announced the general availability of Amazon Rekognition Streaming Video Events, a fully managed service for camera manufacturers and service providers that uses machine learning (ML) to detect objects such as people, pets, and packages in live video streams from connected cameras. Amazon Rekognition Streaming Video Events sends

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Shared by AWS Machine Learning April 29, 2022

Build and deploy a scalable machine learning system on Kubernetes with Kubeflow on AWS

Favorite In this post, we demonstrate Kubeflow on AWS (an AWS-specific distribution of Kubeflow) and the value it adds over open-source Kubeflow through the integration of highly optimized, cloud-native, enterprise-ready AWS services. Kubeflow is the open-source machine learning (ML) platform dedicated to making deployments of ML workflows on Kubernetes simple,

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Shared by AWS Machine Learning April 27, 2022

How Nordic Aviation Capital uses Amazon Rekognition to streamline operations and save up to EUR200,000 annually

Favorite Nordic Aviation Capital (NAC) is the industry’s leading regional aircraft lessor, serving almost 70 airlines in approximately 45 countries worldwide. In 2021, NAC turned to AWS to help it use artificial intelligence (AI) to further improve its leasing operations and reduce its reliance on manual labor. With Amazon Rekognition

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Shared by AWS Machine Learning April 26, 2022