Microsoft Azure AI Fundamentals (AI-900) Practice Exam

Which process involves breaking down a scene to define the relationships between objects?

1. Facial recognition

2. Grouping

3. Object detection

4. Classification

The correct answer is: Object detection

The process of breaking down a scene to define the relationships between objects is best represented by object detection. Object detection goes beyond simply identifying individual objects within an image or video; it also involves localizing each object and understanding their spatial relationships in the context of the entire scene. By identifying not only what objects are present but also where they are located and how they interact with one another, object detection provides critical information for numerous applications, such as autonomous driving, surveillance, and scene analysis. In contrast, facial recognition focuses specifically on identifying and verifying human faces, rather than analyzing the relationships between multiple objects in a scene. Grouping typically refers to clustering similar items based on certain features but does not specifically address spatial relationships. Classification involves categorizing objects or data into predefined classes but does not inherently consider the relationships between different objects in a scene. Thus, object detection is the most accurate choice for the described process.