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Difficulty: EasyAWS Machine Learning Services

A health and fitness company wants to develop a mobile application that allows users to take a photo of their meals and automatically identify the food items shown in the image. Which AWS service should the company use to analyze these photos?

  1. Amazon RekognitionAnswer
  2. B
    Amazon Polly
  3. C
    Amazon Lex
  4. D
    Amazon Translate

Answer

Amazon Rekognition is the correct service because it provides image and video analysis capabilities using computer vision to detect objects.
Amazon Rekognition is correct because it is a managed computer vision service that uses deep learning to identify objects, text, scenes, and activities in images, which matches the goal of identifying food items in user-uploaded photos.

Step-by-Step Solution

1
Analyze the core requirement of the business scenario.
The company needs to process visual content (photos) and detect specific objects (food items) within those photos.
Determining the data type (image) and the goal (object detection) helps select the correct category of service.
2
Evaluate the domain of each listed AWS machine learning service.
Amazon Rekognition operates in the computer vision domain, whereas Amazon Polly, Amazon Lex, and Amazon Translate operate in speech, conversation, and language translation domains respectively.
Matching the computer vision requirement leads to the selection of Amazon Rekognition.

Key Concept

AWS classifies its AI/ML services by specialized capabilities, where computer vision tasks like analyzing objects in images are handled by Amazon Rekognition.
Estimated Time:45s
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Topics

AWS Machine Learning Services

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