A company runs a popular social media site where users upload images to share. The company wants to ensure images do not contain inappropriate content and wants to minimize development effort. What should a solutions architect recommend?
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Correct answer: Use Amazon Rekognition to detect inappropriate content. Use human review for low-confidence predictions..
Why this is the answer
Amazon Rekognition is a fully managed service specifically designed for image and video analysis, including content moderation. It can automatically detect inappropriate, offensive, or unwanted content in images, making it the most suitable and lowest-effort solution for this use case. Integrating human review for low-confidence predictions is a standard best practice to improve accuracy and handle edge cases. Amazon Comprehend is for natural language processing (NLP) and text analysis, not image analysis. Amazon SageMaker is a machine learning service for building, training, and deploying custom models, which requires significant development effort. AWS Fargate with a custom ML model also involves substantial development and operational overhead, contrary to the requirement of minimizing development effort.
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