AI-102 Question 139
Single answerA company has a large dataset of images and wants to use Microsoft Azure to automatically label these images with relevant tags to enable better organization and search functionality. They want to ensure the labels are generated using a pre-trained model that does not require custom training. Which Azure AI service should they use?
- A
Azure Cognitive Services - Computer Vision
- B
Azure Machine Learning with a custom model
- C
Azure Cognitive Services - Custom Vision
- D
Azure OpenAI Service
Show answer and explanation
Correct answer: A
Explanation
The company needs a pre-trained image analysis solution to automatically label images. Azure Cognitive Services - Computer Vision is specifically designed for tasks like image tagging and does not require custom training. Other options either involve unnecessary customization or are intended for different use cases.
- A. Correct.
Azure Cognitive Services - Computer Vision is the correct choice as it provides pre-trained models for image analysis, including generating tags for image labeling without requiring custom training.
- B. Incorrect.
Azure Machine Learning with a custom model would require creating and training a model, which is unnecessary for this scenario as the company wants to use a pre-trained model.
- C. Incorrect.
Azure Cognitive Services - Custom Vision is used for custom image classification tasks where a user needs to train the model with their own dataset, which is not required in this scenario.
- D. Incorrect.
Azure OpenAI Service is designed for natural language processing tasks and is not suitable for image labeling.