AWS Certified Cloud Practitioner

Explanation

Amazon Rekognition is the correct choice for image classification because:

• Purpose: Amazon Rekognition is specifically designed for image and video analysis using machine learning

• Image Classification: It can automatically identify objects, people, text, scenes, and activities in images

• Upload Integration: Easily integrates with web applications to analyze images uploaded by users

• Pre-trained Models: Uses pre-trained deep learning models that don't require machine learning expertise

• Real-time Processing: Can process images in real-time as they are uploaded

Why not the other options:

• Amazon SageMaker Clarify: Focuses on detecting bias in ML models and explaining predictions, not image classification

• Amazon Mechanical Turk: A crowdsourcing marketplace for human intelligence tasks, not automated ML image analysis

• Amazon Transcribe: A speech-to-text service for converting audio to text, not image analysis

Amazon Rekognition provides the ready-to-use image classification capabilities needed for this web application scenario.