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[Part 3] Your first steps in Computer Vision on AWS: deploying models for an ASL recognition app

Community description: This is the third and final part of the series "Your first steps in Computer Vision on AWS". If you...

Dev.to | Nov 6, 2026 | Darya Petrashka

Automated excerpt

To call the models for predictions, we will use API Gateway. This CloudFormation stack will create all the resources required for the serverless ASL Alphabet Recognition web application: CloudFront, S3 bucket, API Gateway, Lambda event function, SageMaker Serverless endpoint. In this part, we deployed three CNN models to a single serverless SageMaker inference endpoint.

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