May 5, 2023 · In this post, we discuss a machine learning (ML) solution for complex image searches using Amazon Kendra and Amazon Rekognition. Specifically, we use the example of architecture diagrams for complex images due to their incorporation of …

This architecture diagram shows how to generate embeddings of images and use an editor to find semantically similar images. This slide details Steps 6-12, showing how to search for images with articles.

The following diagrams detail how Amazon Rekognition Face Liveness operates regarding the feature's architecture and sequence of operations:

The Image Recognition and Processing Backend reference architecture demonstrates how to use AWS Step Functions to orchestrate a serverless processing workflow using AWS Lambda, Amazon S3, Amazon DynamoDB and Amazon Rekognition.

Mar 14, 2025 · This article explores a comprehensive AWS ML architecture designed for image and video analysis, providing detailed real-world applications and a step-by-step guide to implementation. We will also present a suggested architecture diagram and offer deep insights into technical aspects, including automation, scalability, and security.

Mar 5, 2024 · Architecture Diagram The diagram above provides the high level overview of the end to end architecture powering this use case. A mobile client app uploads the image along with metadata (including restaurant name, driver id, driver name, timestamp when picture was taken) to an S3 bucket.

Mar 15, 2020 · Amazon Rekognition makes it easy to add image and video analysis to your applications using proven, highly scalable, deep learning technology that requires no machine learning expertise to...

Feb 20, 2023 · Event driven programs use events to initiate succeeding steps in a process. For example, the completion of an upload job may then initiate an image processing job. This allows developers to create complex architectures by using the principle of decoupling.

Mar 6, 2025 · Amazon Rekognition is a fully managed AWS service that analyzes images and videos to identify objects, people, text, scenes, and activities. It also supports facial analysis, face comparison, and content moderation, making it a versatile tool for the security, media, and e-commerce industries.

Sep 3, 2020 · Let’s visualise a simple architecture in an AWS diagram. As the AWS shapes are stacked on top of each other, with various rectangles to show the grouping of elements in your architecture, you may need to modify the (depth) order in which the shapes are rendered.