AI-900 Question 151
Select 3A retail company wants to build an image classification solution to identify whether customers are wearing masks in their stores. Which of the following are typical features of an image classification solution in Azure AI?
- A
The ability to label images with predefined categories, such as 'Mask' or 'No Mask'
- B
Real-time object tracking across video feeds
- C
Integration with Azure Cognitive Services to use pre-trained models for classification
- D
The ability to train a custom model using a labeled dataset
- E
Automatic generation of 3D models from 2D images
Show answer and explanation
Correct answers: A, C, D
Explanation
Image classification involves assigning predefined labels to images, which can be achieved using pre-trained models or custom models trained on labeled datasets. Azure AI supports these features through tools like Azure Cognitive Services and Azure Machine Learning. However, features like real-time object tracking and 3D model generation are outside the scope of image classification.
- A. Correct.
Correct. Image classification solutions focus on assigning labels to images based on predefined categories, such as 'Mask' or 'No Mask'.
- B. Incorrect.
Incorrect. Real-time object tracking is typically associated with object detection solutions rather than image classification.
- C. Correct.
Correct. Azure Cognitive Services provides pre-trained models for image classification, which can be integrated into solutions.
- D. Correct.
Correct. Azure allows users to train custom models using labeled datasets for specific image classification tasks.
- E. Incorrect.
Incorrect. Generating 3D models from 2D images is not a feature of image classification solutions; it is related to 3D modeling or computer vision tasks.