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Tag: AWS Step Functions

Build an end-to-end MLOps pipeline for visual quality inspection at the edge – Part 3 | Amazon Web Services

This is Part 3 of our series where we design and implement an MLOps pipeline for visual quality inspection at the edge. In this...

How United Airlines built a cost-efficient Optical Character Recognition active learning pipeline | Amazon Web Services

In this post, we discuss how United Airlines, in collaboration with the Amazon Machine Learning Solutions Lab, build an active learning framework on AWS...

Implement smart document search index with Amazon Textract and Amazon OpenSearch | Amazon Web Services

For modern companies that deal with enormous volumes of documents such as contracts, invoices, resumes, and reports, efficiently processing and retrieving pertinent data is...

Semantic image search for articles using Amazon Rekognition, Amazon SageMaker foundation models, and Amazon OpenSearch Service | Amazon Web Services

Digital publishers are continuously looking for ways to streamline and automate their media workflows in order to generate and publish new content as rapidly...

Enhancing AWS intelligent document processing with generative AI | Amazon Web Services

Data classification, extraction, and analysis can be challenging for organizations that deal with volumes of documents. Traditional document processing solutions are manual, expensive, error...

Enel automates large-scale power grid asset management and anomaly detection using Amazon SageMaker | Amazon Web Services

This is a guest post by Mario Namtao Shianti Larcher, Head of Computer Vision at Enel. Enel, which started as Italy’s national entity for...

Highlight text as it’s being spoken using Amazon Polly | Amazon Web Services

Amazon Polly is a service that turns text into lifelike speech. It enables the development of a whole class of applications that can convert...

SambaSafety automates custom R workload, improving driver safety with Amazon SageMaker and AWS Step Functions | Amazon Web Services

At SambaSafety, their mission is to promote safer communities by reducing risk through data insights. Since 1998, SambaSafety has been the leading North American...

How OCX Cognition reduced ML model development time from weeks to days and model update time from days to real time using AWS Step...

This post was co-authored by Brian Curry (Founder and Head of Products at OCX Cognition) and Sandhya MN (Data Science Lead at InfoGain) ...

Introducing an image-to-speech Generative AI application using Amazon SageMaker and Hugging Face | Amazon Web Services

Vision loss comes in various forms. For some, it’s from birth, for others, it’s a slow descent over time which comes with many expiration...

Demand forecasting at Getir built with Amazon Forecast | Amazon Web Services

This is a guest post co-authored by Nafi Ahmet Turgut, Mutlu Polatcan, Pınar Baki, Mehmet İkbal Özmen, Hasan Burak Yel, and Hamza Akyıldız from...

Build an image search engine with Amazon Kendra and Amazon Rekognition

In this post, we discuss a machine learning (ML) solution for complex image searches using Amazon Kendra and Amazon Rekognition. Specifically, we use the...

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