AWS Certified AI PractitionerAWS Services for AI/ML and Generative AIEasy
A small startup is developing a new mobile application that needs to identify objects and scenes within user-uploaded images. They have limited machine learning expertise and want a fully managed service that can provide pre-trained computer vision capabilities without requiring them to build or train custom models. Which AWS service would best meet these requirements?
- AAmazon Rekognition
- BAmazon Comprehend
- CAmazon SageMaker
- DAWS DeepLens
Show answer & explanationAnswer & explanation
Correct answer: A. Amazon Rekognition
Amazon Rekognition is a fully managed service that provides pre-trained computer vision capabilities, including object and scene detection, without requiring any machine learning expertise or model training.
Why the other options are wrong
- B. Amazon Comprehend is a natural language processing (NLP) service, not a computer vision service for image analysis.
- C. Amazon SageMaker is a machine learning service for building, training, and deploying custom models, which goes against the requirement for pre-trained capabilities and limited ML expertise.
- D. AWS DeepLens is a video camera with deep learning capabilities, primarily used for hands-on deep learning development, not a general-purpose image analysis service.
Amazon Rekognition
A fully managed AWS service that provides pre-trained computer vision capabilities to analyze images and videos.
- Offers object, scene, and activity detection.
- Can perform facial analysis and celebrity recognition.
- Requires no machine learning expertise to use.
Memory trick: Rekognize what you see, no ML needed!