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Artificial Intelligence — CBSE Class 10 board question

Q1. [1]
In computer vision which of the following tasks is used for multiple objects ?
  1. (a) Classification
  2. (b) Classification + Localisation
  3. (c) Instance Segmentation
  4. (d) Localisation
Previously asked in CBSE board exam
2024 104 Q3 (iv)
Generated by claude-sonnet-4-6 · 2026-06-21 03:18 · grounding rag
Model Answer

(c) Instance Segmentation

Instance Segmentation detects multiple objects, assigns each a category, and labels every pixel — making it suitable for handling multiple objects simultaneously.

Source: Computer Vision Tasks, Chapter 5

Explanation

The passage states Classification + Localisation is used only for single objects, while Instance Segmentation handles detecting instances (multiple objects) and labels each pixel. Object Detection also handles multiple objects, but it is not among the options; Instance Segmentation is the best answer from the given choices.

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