Then the below three Lambda functions process the image within the Step Functions workflow in parallel. Once the user uploads the image to the S3 bucket, Amazon API Gateway instantiates an AWS Step Functions workflow. Using parallel processing within the Step Functions workflow reduced compute time up to 48%. Amazon Rekognition for facial recognitionįor a more detailed overview of why we chose a serverless architecture, synchronous workflow, express step functions workflow, headless architecture and the benefits gained, please read our previous blog post Enable the Visually Impaired to Hear Documents using Amazon Textract and Amazon Polly.unified sequence-to-sequence pre-trained machine learning model OFA (One For All) from Hugging Face to Amazon SageMaker for image caption. ![]()
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