AWS Augmented AI cheatsheet

Amazon Augmented AI Cheat Sheet Amazon A2I is a service that helps you easily integrate human reviews in a machine learning workflow. Simplifies managing a large number of human reviewers at scale. Has direct integration with Amazon Textract and Amazon Rekognition. A2I workflow structure: HumanLoop → Human Review Workflow → Output Consolidation. You can define when a human review should be triggered (e.g., below 80% confidence). A2I plugs directly into SageMaker pipelines and SageMaker Ground Truth. Common Use Cases: Content Moderation where human oversight is required to judge uncertain results from a machine learning model. Manual reviews of low confidence predictions [...]