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 is a computer vision task that involves detecting and delineating each object instance in an image. Unlike traditional segmentation, which only labels regions as objects, instance segmentation also differentiates between individual objects of the same class, making it useful for tasks involving multiple objects. This task is crucial for applications that require precise object identification and segmentation, such as autonomous vehicles or medical imaging.