A social media platform wants to automatically detect and remove inappropriate content from images and videos uploaded by users. Which AI concept is most appropriate for this task?

Question

Options

• ANatural Language Processing (NLP)
• BComputer Vision
• CMachine Learning (ML)
• DDeep Learning (DL)

• A
  5% (3)
• B
  76% (47)
• C
  8% (5)
• D
  11% (7)

Explanation

The most appropriate AI concept for analyzing images and videos is Computer Vision. Computer Vision is a subfield of artificial intelligence that enables systems to interpret and process visual data, such as photos and video frames, which is exactly what is required in this scenario. According to the PECB Lead Auditor Guide, Computer Vision is explicitly associated with tasks such as object recognition, content moderation, facial recognition, and image classification -- all of which are relevant in detecting inappropriate content on platforms like social media. While Deep Learning is often used within Computer Vision (e.g., convolutional neural networks), the correct high-level concept being asked here is Computer Vision, which encompasses the overall domain applicable to this scenario. NLP is used for analyzing text and language, not visual content. ML is a broader category under which Computer Vision models are trained, but is too general for this specific task.

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