Question

In computer vision which of the following tasks is used for multiple objects?

• A. Classification
• B. Classification + Localization
• C. Instance Segmentation
• D. Localization

Hint:

Instance segmentation identifies and differentiates individual objects within the same category in images.

Answer 1

The Correct Option is C

Instance segmentation, a computer vision domain, focuses on identifying and outlining every distinct object within an image. It surpasses standard segmentation by not only labeling regions as belonging to objects but also distinguishing between separate instances of identical object types. This capability makes it invaluable for scenarios with numerous objects. The task is fundamental for applications demanding accurate object recognition and delineation, such as in autonomous driving systems or medical image analysis.