Microsoft Azure AI Fundamentals (AI-900) Practice Exam

What capability does an object detection model in Custom Vision provide regarding images?

1. Count number of images

2. Locate content within an image

3. Generate new images

4. Enhance image quality

The correct answer is: Locate content within an image

An object detection model in Custom Vision provides the capability to locate content within an image. This means that the model is specifically designed to identify and classify multiple objects present in an image while also providing their exact locations, usually represented by bounding boxes around the detected objects. This capability is crucial for applications that require not only the identification of items but also their spatial awareness within the context of the image, making it a powerful tool in various domains like surveillance, autonomous vehicles, and inventory management. While counting the number of images may be useful in certain scenarios, it is not a direct feature of object detection models, which focus on detecting and localizing objects rather than simply counting or cataloging images. Similarly, generating new images or enhancing image quality falls outside the core functionality of object detection, as these tasks are typically handled by different types of models or techniques such as generative models or image processing algorithms.