Microsoft Azure AI Fundamentals (AI-900) Practice Exam

Which type of analysis determines if two images of a face belong to the same individual?

1. Verification

2. Classification

3. Detection

4. Segmentation

The correct answer is: Verification

Verification is the correct choice as it specifically refers to the analysis process that confirms whether two images of a face belong to the same individual. In this context, face verification involves comparing the features of a person's face in one image to the features in another image, often using algorithms that measure similarity. This process typically results in a yes or no answer regarding the identity of the individual depicted in both images, making it ideal for applications such as biometric security systems or identity verification services. Classification, by contrast, involves categorizing an image into predefined classes or categories, but it does not determine identity between two instances. Detection pertains to identifying objects or faces within an image, rather than comparing images for identity purposes. Segmentation involves partitioning images into segments to simplify analysis, often targeting objects or regions within an image rather than directly comparing images. Thus, verification stands out as the best fit for this specific task involving facial comparison based on identity.