AI-900 Question 153
Select 2You are tasked with creating an image classification solution using Azure. Which of the following features are typically associated with image classification in Azure AI solutions?
- A
The ability to recognize objects in an image and assign them to predefined categories
- B
The ability to detect and localize objects with bounding boxes in an image
- C
The ability to classify images based on their dominant colors
- D
The ability to train custom models using labeled image datasets
- E
The ability to automatically generate captions for an image
Show answer and explanation
Correct answers: A, D
Explanation
Image classification solutions in Azure focus on assigning images to predefined categories based on their content and allow for the creation of custom models using labeled datasets. Features like object detection, image captioning, or dominant color classification are distinct from image classification and involve other Azure AI services.
- A. Correct.
Correct: Image classification involves assigning images to predefined categories based on their content, which is a core feature of Azure image classification solutions.
- B. Incorrect.
Incorrect: Detecting and localizing objects with bounding boxes is part of object detection, not image classification.
- C. Incorrect.
Incorrect: Classifying images based on their dominant colors is not a standard feature of image classification but could be implemented as a custom solution.
- D. Correct.
Correct: Azure allows you to train custom image classification models using labeled datasets, enabling tailored solutions for specific use cases.
- E. Incorrect.
Incorrect: Generating captions for an image is a feature of image captioning, which is a separate capability in Azure AI services.