AI/ML Predictions

Amplify provides provides a solution for using AI and ML cloud services to enhance your application. Some supported use cases:

Predictions is broadly organized into 3 key use cases - Identify, Convert, and Interpret - which are available in the client API as well as CLI workflows.

Identify will find text (words, tables, pages from a book), entities (faces and/or celebrities) from images. You can also identify real world landmarks or objects such as chairs, desks, etc. which are referred to as “labels” from images.
Convert allows you to translate text from one source language to a target language. You can also generate speech audio from text input. Lastly, you can take an audio input and transcribe it using a websocket stream.
Interpret allows you to analyze text for language, entities (places, people), key phrases, sentiment (positive, neutral, negative), and syntax (pronouns, verbs, adjectives).

Some common use cases are listed below, as well as an advanced workflow which allows you to perform dynamic image indexing from a connected s3 bucket.

Predictions comes with built-in support for Amazon Translate, Amazon Polly, Amazon Transcribe, Amazon Rekognition, Amazon Textract, and Amazon Comprehend.

Set up Predictions

Get started with integrating ML capabilities into your application using Amplify

Text to speech

Learn how to integrate text-to-speech capabilities into your application using Amplify.

Transcribe audio to text

Learn more about how to transcribe audio to text (also known as speech-to-text) for your application using Amplify

Translate language

Learn more about how to integrate translation capabilities for your application using Amplify

Identify text

Learn how to identify text from images and documents in your application using AWS Amplify.

Identify entities from images