Microsoft Certified Azure AI Engineer Associate - AI-102

Microsoft Certified Azure AI Engineer Associate - AI-102

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You are working on a project to generate automated captions for images using an Azure OpenAI model. The model should be able to understand the content of the images and generate descriptive captions. Which of the following techniques should you consider implementing to achieve this?




Explanation:

To generate automated captions for images using an Azure OpenAI model, fine-tuning the model on a dataset of image-caption pairs (C) is the most effective approach. This allows the model to learn the patterns and techniques required for caption generation based on the content of the images. Using a single, broad prompt (A) may not provide enough guidance for the model to generate descriptive captions. Implementing an image recognition system (B) can be helpful but does not directly address the need for training the model on the caption generation task. Limiting the model's captions to a predefined set of keywords or phrases (D) may restrict its ability to generate diverse and relevant captions.