train-and-deploy-ocr-model-on-amazon-sagemaker
Onboard PaddleOCR with SageMaker Projects for MLOps, illustration with optical character recognition on identity documents
Quick Start
Run train_and_deploy/notebook.ipynb on Amazon SageMaker Notebook Instances
Or follow step-by-step guidance on Amazon SageMaker Studio Notebooks with our blog post (to be annoucned)
Code Structure
- experiments-sagemaker-studio (SageMaker training and deployment SDK)
- train_and_deploy (Quick start notebook on SageMaker notebook instances)
- image-build-process (data generation container with CodeBuild template for CICD)
- image-build-train (training container with CodeBuild template for CICD )
- image-build-deploy (inference container with CodeBuild template for CICD)
- sagemaker_pipelines (SageMaker Pipelines for model build workflow)
Features
Security
See CONTRIBUTING for more information.
License
This library is licensed under the MIT-0 License. See the LICENSE file.