aws-samples/train-and-deploy-ocr-model-on-amazon-sagemaker

Onboard PaddleOCR with SageMaker Projects for MLOps, illustration with optical character recognition on identity documents

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.