Artificial Intelligence
Author: Mona Mona
Using Amazon Rekognition Custom Labels and Amazon A2I for detecting pizza slices and augmenting predictions
Customers need machine learning (ML) models to detect objects that are interesting for their business. In most cases doing so is hard as these models need thousands of labeled images and deep learning expertise. Generating this data can take months to gather, and can require large teams of labelers to prepare it for use. In […]
Setting up human review of your NLP-based entity recognition models with Amazon SageMaker Ground Truth, Amazon Comprehend, and Amazon A2I
Update Aug 12, 2020 – New features: Amazon Comprehend adds five new languages(Spanish, French, German, Italian and Portuguese) read here. Amazon Comprehend increased the limit of number of entities per custom entity model from 12 to 25 read here. Organizations across industries have a lot of unstructured data that you can evaluate to get entity-based […]
Announcing the launch of Amazon Comprehend custom entity recognition real-time endpoints
Update Sep 28, 2020 – New features: Amazon Comprehend custom entity recognition real-time endpoints now supports application auto scaling. Please refer to the section Auto Scaling with real-time endpoints in this post to learn more. Update Aug 12, 2020 – New features: Amazon Comprehend adds five new languages(Spanish, French, German, Italian and Portuguese) read here. Amazon […]
Deriving conversational insights from invoices with Amazon Textract, Amazon Comprehend, and Amazon Lex
Organizations across industries have a large number of physical documents such as invoices that they need to process. It is difficult to extract information from a scanned document when it contains tables, forms, paragraphs, and check boxes. Organization have been addressing these problems with manual effort or custom code or by using Optical Character Recognition […]
ML Explainability with Amazon SageMaker Debugger
Machine Learning (ML) impacts industries around the globe, from financial services industry (FSI) and manufacturing to autonomous vehicles and space exploration. ML is no longer just an aspirational technology exclusive to academic and research institutions; it has evolved into a mainstream technology that has the potential to benefit organizations of all sizes. However, a lack […]
Building an NLP-powered search index with Amazon Textract and Amazon Comprehend
September 8, 2021: Amazon Elasticsearch Service has been renamed to Amazon OpenSearch Service. See details. Organizations in all industries have a large number of physical documents. It can be difficult to extract text from a scanned document when it contains formats such as tables, forms, paragraphs, and check boxes. Organizations have been addressing these problems […]