https://github.com/awsdataarchitect/omr-ecs-app-cdk
Open-source code for Music Note Transcription on Amazon ECS Fargate with TensorFlow based Deep Learning Model
https://github.com/awsdataarchitect/omr-ecs-app-cdk
aws awsfargate cdk music-notation tensorflow
Last synced: about 2 months ago
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Open-source code for Music Note Transcription on Amazon ECS Fargate with TensorFlow based Deep Learning Model
- Host: GitHub
- URL: https://github.com/awsdataarchitect/omr-ecs-app-cdk
- Owner: awsdataarchitect
- License: mit
- Created: 2023-11-13T16:37:06.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2023-11-13T17:15:36.000Z (over 2 years ago)
- Last Synced: 2025-12-26T23:23:47.290Z (6 months ago)
- Topics: aws, awsfargate, cdk, music-notation, tensorflow
- Language: Python
- Homepage: https://vivek-aws.medium.com/music-note-transcription-on-amazon-ecs-fargate-with-tensorflow-based-deep-learning-model-f1beff0b5792
- Size: 7.81 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# 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