Q: Why did we build Media Insights on AWS?
A: As we started learning about how machine learning could automate media workloads, it became apparent that much of the processing and orchestration was common amongst many different applications. At this point we decided to build and make available a framework that could support many different applications, thereby speeding up the time for a builder to create a new application.
Q: What are some of the applications that can be built from this framework?
A: Depending on your business needs, there are many potential application that can be built on the Media Insights on AWS. Here are some common applications:
- Using speech-to-text services to generate subtitles
- Content discovery – turn media archives into searchable assets
- Content moderation – blur scenes that might have drugs/alcohol/nudity
- Ad placement - find scenes in video where it might be appropriate to insert ads
Q: Does the framework offer a web interface?
A: There is no graphical user interface (GUI) in this repository. However, the AWS Content Analysis solution is a combination of the Media Insights on AWS and the Content Analysis application in one repository and offers a reference application for content discovery. Eventually, the AWS Content Analysis application will be separated and will match the content discovery application.
Q: Can I deploy the Media Insights on AWS in any AWS Region?
A: No. Media Insights on AWS will deploy in most AWS Regions since it is made up of relatively common AWS services (Amazon API Gateway, AWS Lambda, Amazon SQS, DynamoDB, Amazon S3, Amazon Kinesis Data Streams, and Amazon Step Functions). However, running a workflow is dependent on the operators utilizing the underlying AWS services. For example, if you would like to use the Media Insights to recognize objects in a video, you must run the Media Insights on AWS in an AWS Region that supports Amazon Rekognition. The operators using machine learning services in specific AWS Regions include Amazon Transcribe, Amazon Translate, Amazon Comprehend, Amazon Rekognition, Amazon Polly, and AWS Elemental MediaConvert. For the most current availability by Region, refer to the AWS Regional Services list.
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