Open source example code for Music Note Transcription on Amazon ECS Fargate with TensorFlow based Deep Learning Model

This is a CDK project written in TypeScript that provisions a Streamlit UI based Music Sheet Transcriber (Music Notes Annotator) App powered by Tensorflow Machine Learning Model running on an ECS Fargate Cluster in a VPC with Public Subnets and associated IAM Roles/Policies, Security Groups, Route Tables, Internet Gateway and an Application Load Balancer.

The cdk.json file tells the CDK Toolkit how to execute your app.

Useful commands

• npm run build compile typescript to js
• npm run watch watch for changes and compile
• npm run test perform the jest unit tests
• cdk deploy deploy this stack to your default AWS account/region
• cdk diff compare deployed stack with current state
• cdk synth emits the synthesized CloudFormation template