AI-900 · Question #216
For which two workloads can you use computer vision? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.
The correct answer is B. assigning the color pixels in an image to object names C. describing the contents of an image. Computer vision is used for tasks involving the analysis and understanding of image content, such as object segmentation and generating descriptive captions.
Question
Options
- Acreating photorealistic images by using three-dimensional models
- Bassigning the color pixels in an image to object names
- Cdescribing the contents of an image
- Ddetecting inconsistencies and anomalies in a stream of data
- Ecreating visual representations of numerical data
How the community answered
(27 responses)- B89% (24)
- D4% (1)
- E7% (2)
Why each option
Computer vision is used for tasks involving the analysis and understanding of image content, such as object segmentation and generating descriptive captions.
Creating photorealistic images from 3D models falls under computer graphics or rendering, not typically computer vision which focuses on understanding existing images.
Assigning the color pixels in an image to object names describes semantic segmentation, a core computer vision task where each pixel is classified as belonging to a specific object or category. This allows for precise understanding of object boundaries within an image.
Describing the contents of an image is a fundamental capability of computer vision, where services can generate human-readable captions that summarize the main objects, actions, and scenes depicted in an image. This provides a high-level understanding of the image.
Detecting inconsistencies and anomalies in a stream of data is a task for anomaly detection services, which can apply to various data types, but not specifically to computer vision unless the "data" is a stream of images being monitored for visual anomalies.
Creating visual representations of numerical data is data visualization, not a core computer vision workload.
Concept tested: Computer Vision capabilities (semantic segmentation, image captioning)
Source: https://learn.microsoft.com/en-us/azure/ai-services/computer-vision/overview
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