Q1. [1]
Anita and Surjit are creating an AI application that will classify different types of fruits. The Computer Vision task that will identify the type of fruit and assign a label to it is called _________.
- (A) Segmentation
- (B) Classification
- (C) Classification + Localization
- (D) Object Detection
Previously asked in CBSE board exam
2026 104 Q2 (i)
Generated by claude-sonnet-4-6 · 2026-06-21 03:18 · grounding rag
Model Answer
(B) Classification
Classification is the task of assigning an input image one label from a fixed set of categories, which is exactly what identifying and labelling a type of fruit involves.
Explanation
- Classification assigns a single label to the whole image (e.g., "Mango", "Apple").
- Classification + Localization also finds where the object is — not needed here.
- Object Detection handles multiple objects with locations.
- Segmentation labels individual pixels.
- Since the task only asks to identify the fruit type and assign a label, Classification is correct.
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