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.
npm run build
compile typescript to jsnpm run watch
watch for changes and compilenpm run test
perform the jest unit testscdk deploy
deploy this stack to your default AWS account/regioncdk diff
compare deployed stack with current statecdk synth
emits the synthesized CloudFormation template