Deploy a serverless web application to edit images using Amazon Bedrock
Machine Learning Blog
This article presents a solution to deploy a serverless web application for editing images using AWS services and Amazon Bedrock's generative AI model, Amazon Titan Image Generator G1.
Specifically, the article covers:
- Solution overview and the key AWS services used (Amazon Cognito, AWS Amplify, Amazon API Gateway, AWS Lambda, Amazon Bedrock)
- Step-by-step deployment instructions using an AWS CloudFormation template and AWS Amplify
- Role of each service in the solution (e.g., Cognito for user authentication, Amplify for frontend hosting, API Gateway for API management, Lambda for backend code, Bedrock for generative AI)
- Walkthrough of the image editing tool, including creating masks, writing prompts, selecting editing options, and viewing/downloading results
- Testing and troubleshooting tips
- Clean-up steps to remove deployed resources
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