aws-samples / serverless-machine-learning-on-aws

Deploy Machine Learning Models as Serverless APIs

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Serverless Machine Learning On AWS

The template.json file is an AWS CloudFormation template that builds the following serverless components:

  • An AWS CodeBuild project based on the buildspec.yaml file that creates AWS Lambda Layers that can be included as dependencies for any Lambda function

  • A sample AWS Lambda function that performs object detection on image URLs

  • A REST API interface using Amazon API Gateway

  • A serverless front-end using Amazon S3 and AWS CloudFront

In order to complete launch the template you'll need an AWS Account with access to the services above. There are resources required by this workshop that are eligible for the AWS free tier if your account is less than 12 months old. See the AWS Free Tier page for more details.

Region Launch
US East (N. Virginia) Launch Serverless ML in us-east-1

License

This library is licensed under the Apache 2.0 License.

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Deploy Machine Learning Models as Serverless APIs

License:Apache License 2.0


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