If we wanted to identify the cat in the image below, what kind of algorithm will we be working with?1 pointA classifierA detectorCV studioA Sliding window
Question
If we wanted to identify the cat in the image below, what kind of algorithm will we be working with?
1 point
- A classifier
- A detector
- CV studio
- A Sliding window
Solution
To identify the cat in an image, the algorithm we would be working with is primarily a detector.
Explanation:
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A Classifier: This typically categorizes an entire image into one of several classes but does not focus on locating an object within the image.
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A Detector: This is used to locate specific objects within an image and is suitable for identifying the presence and location of the cat. Object detection algorithms indicate the bounding box that encapsulates the cat, which is crucial for this task.
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CV Studio: While this may refer to a tool or environment used for computer vision tasks, it is not an algorithm itself.
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A Sliding Window: This is a technique often used in the object detection process, where a window slides over the image to inspect various sections, but it is not an algorithm per se.
Conclusion:
Thus, among the options provided, the most appropriate choice for identifying a cat in the image is A detector.
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