Microsoft Azure AI Fundamentals (AI-900) Practice Exam

What kind of tasks may be included in a computer vision project?

1. Text generation

2. Image recognition and classification

3. Data streaming

4. Voice recognition

The correct answer is: Image recognition and classification

In a computer vision project, image recognition and classification are fundamental tasks. These tasks involve teaching a model to process and analyze images, enabling it to identify and classify objects, scenes, or features within those images. For instance, a model could be trained to recognize different animals in photographs or classify images based on specific characteristics, such as distinguishing between indoor and outdoor scenes. Computer vision relies heavily on visual data, and the primary goal is to make sense of that data in a way that mimics human visual perception. Techniques such as convolutional neural networks (CNNs) are commonly used in these projects to achieve high accuracy in recognizing and classifying various visual inputs. Other choices, like text generation, data streaming, and voice recognition, pertain to different fields of artificial intelligence. Text generation is related to natural language processing, data streaming pertains to handling real-time data flows, and voice recognition involves working with audio data. These areas utilize different methodologies and algorithms that do not directly align with the objectives of computer vision, thereby distinguishing them from tasks relevant to image recognition and classification.