Question

A computer vision system detects objects of interest in an image by drawing bounding boxes around them. This activity of identifying and locating multiple objects of interest within the image is called _ _ _ _ _ _ _ _ _ _ _ _ _ .

• A. Semantic Segmentation
• B. Instance Segmentation
• C. Object Detection
• D. Histogram Equalization

Hint:

Object detection identifies and locates objects using bounding boxes, while segmentation works at pixel level.

Answer 1

The Correct Option is C

Step 1: Understanding the task.
The system is identifying objects and drawing bounding boxes around them, which indicates both localization and classification.

Step 2: Analyzing options.
• (A) Semantic Segmentation: Labels each pixel but does not draw bounding boxes. • (B) Instance Segmentation: Identifies each object separately at pixel level. • (C) Object Detection: Correct. Detects and localizes objects using bounding boxes. • (D) Histogram Equalization: Enhances image contrast.
Step 3: Conclusion.
Thus, the described activity is Object Detection.
Final Answer: Object Detection.