Objective 3.019% of exam

Describe features of computer vision workloads on Azure

AI-900 Practice Questions

This domain covers Azure's prebuilt and custom computer vision capabilities: image classification, object detection, OCR, facial detection, and spatial analysis. AI-900 tests it through scenario questions asking which Azure AI Vision or Face service feature fits a described workload, and whether a prebuilt or custom model is appropriate. Expect questions on service selection and capability matching rather than implementation detail.

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What this objective tests

AI-900 Describe features of computer vision workloads on Azure — Key Topics

Match scenarios to Azure AI Vision features like Image Analysis, OCR Read, Custom Vision, and Face detection, and Spatial Analysis. The key is choosing prebuilt versus custom models correctly for the described workload.

Choosing between Azure AI Vision, Face, and Document Intelligence for a given scenario
Distinguishing image classification, object detection, and semantic segmentation capabilities
Recognizing OCR, Read API, and handwriting extraction use cases in Azure AI Vision
Identifying facial detection versus facial recognition limits and responsible AI constraints

Common exam traps

Where candidates lose marks on Describe features of computer vision workloads on Azure

⚠Assuming Azure AI Vision can identify a specific person by name; that is Face service recognition, which is restricted.
⚠Confusing object detection, which returns bounding boxes, with image classification, which returns only category labels.
⚠Treating Document Intelligence as general image analysis rather than form, invoice, and receipt extraction.

AI-900 Describe features of computer vision workloads on Azure — Practice Questions

30 questions from this objective · 19% of your AI-900 exam

Question 2mediummultiple choice

Describe features of computer vision workloads on Azure

AI-900 Describe features of computer vision workloads on Azure — Key Topics

Where candidates lose marks on Describe features of computer vision workloads on Azure

AI-900 Describe features of computer vision workloads on Azure — Practice Questions

A museum wants to create an application that automatically generates descriptive captions for uploaded photos of artworks. The captions should describe the main subject, scene, and artistic style. Which Azure Computer Vision capability should they use?

A social media platform wants to automatically generate a textual description for each user-uploaded image to assist visually impaired users. Which prebuilt Azure Computer Vision feature should they use?

A security company needs to identify individuals in a crowd by matching their faces against a database of known persons of interest. The system must detect faces, verify the identities, and provide a confidence score. Which Azure AI capability should they use?

A company needs to extract text from scanned invoices and receipts. Which Azure services are suitable for this task? (Choose two.)

Which model powers Azure AI Vision's image analysis capabilities such as dense captioning, grounded detection, and image-text search?

What is 'medical imaging AI' and what Azure services support clinical imaging applications?

Match each Azure AI service tier to its description.

A transportation company wants to automatically identify whether an image contains a car, a truck, or a motorcycle. The system should output a single label for the entire image. Which computer vision capability in Azure should they use?

A logistics company receives thousands of handwritten shipping labels each day. They want to use Azure AI to automatically read the handwritten addresses and convert them into digital text. Which Azure Cognitive Services capability should they use?

A logistics warehouse uses a conveyor belt system to move packages. They need to automatically read the alphanumeric serial numbers printed on labels attached to each box. The labels may have different fonts and be somewhat dusty. Which Azure Computer Vision feature should they use?

A retail company wants to build a system that can verify the identity of customers by comparing their live photo with an uploaded government-issued ID photo. Which Azure Computer Vision service should they use to perform the face comparison?

A retail warehouse uses a camera system to locate and count boxes on shelves. The system needs to output the exact positions of each box by drawing a rectangular frame around it in the image. Which Azure Computer Vision capability should they use?

A company needs to automatically extract text from scanned invoices that contain both printed text and handwritten notes. Which Azure AI service is specifically designed to handle this type of document?

A digital art library wants to automatically generate a list of relevant keywords (e.g., 'landscape', 'portrait', 'abstract', 'nature') for each image in their collection. Which Azure Computer Vision capability should they use?

A security company wants to monitor a restricted area using camera feeds. The system must detect if a person is present in each video frame and draw a rectangle around each detected person. Which Azure Cognitive Services Computer Vision capability should they use?

A retail company uses ceiling-mounted cameras to monitor shelf stock. They want an automated system that analyzes each camera image to detect if any product is missing from its expected location on the shelf (a product gap). Which Azure Computer Vision capability should they use?

A nature conservation organization wants to create an app that automatically identifies different species of birds from photos uploaded by birdwatchers. They have thousands of labeled images of bird species. Which Azure service should they use to train a custom model?

A robotic arm in a factory needs to pick parts from a bin. The system must identify each part and its exact outline to ensure precise grasping. Which Computer Vision capability should be used?

An autonomous vehicle team needs a system that not only identifies objects like cars and pedestrians but also creates a precise pixel-level mask for each individual object instance, even when objects overlap. Which Azure Computer Vision capability should they use?

A parking management company uses cameras at the entrance and exit of a lot. They need to automatically read the license plate numbers of each car as it enters and exits. Which Azure Computer Vision capability is specifically designed for this task?

All AI-900 Objectives

Describe features of computer vision workloads on Azure

AI-900 Describe features of computer vision workloads on Azure — Key Topics

Where candidates lose marks on Describe features of computer vision workloads on Azure

AI-900 Describe features of computer vision workloads on Azure — Practice Questions

A museum wants to create an application that automatically generates descriptive captions for uploaded photos of artworks. The captions should describe the main subject, scene, and artistic style. Which Azure Computer Vision capability should they use?

A social media platform wants to automatically generate a textual description for each user-uploaded image to assist visually impaired users. Which prebuilt Azure Computer Vision feature should they use?

A security company needs to identify individuals in a crowd by matching their faces against a database of known persons of interest. The system must detect faces, verify the identities, and provide a confidence score. Which Azure AI capability should they use?

A company needs to extract text from scanned invoices and receipts. Which Azure services are suitable for this task? (Choose two.)

Which model powers Azure AI Vision's image analysis capabilities such as dense captioning, grounded detection, and image-text search?

What is 'medical imaging AI' and what Azure services support clinical imaging applications?

Match each Azure AI service tier to its description.

A transportation company wants to automatically identify whether an image contains a car, a truck, or a motorcycle. The system should output a single label for the entire image. Which computer vision capability in Azure should they use?

A logistics company receives thousands of handwritten shipping labels each day. They want to use Azure AI to automatically read the handwritten addresses and convert them into digital text. Which Azure Cognitive Services capability should they use?

A logistics warehouse uses a conveyor belt system to move packages. They need to automatically read the alphanumeric serial numbers printed on labels attached to each box. The labels may have different fonts and be somewhat dusty. Which Azure Computer Vision feature should they use?

A retail company wants to build a system that can verify the identity of customers by comparing their live photo with an uploaded government-issued ID photo. Which Azure Computer Vision service should they use to perform the face comparison?

A retail warehouse uses a camera system to locate and count boxes on shelves. The system needs to output the exact positions of each box by drawing a rectangular frame around it in the image. Which Azure Computer Vision capability should they use?

A company needs to automatically extract text from scanned invoices that contain both printed text and handwritten notes. Which Azure AI service is specifically designed to handle this type of document?

A digital art library wants to automatically generate a list of relevant keywords (e.g., 'landscape', 'portrait', 'abstract', 'nature') for each image in their collection. Which Azure Computer Vision capability should they use?

A security company wants to monitor a restricted area using camera feeds. The system must detect if a person is present in each video frame and draw a rectangle around each detected person. Which Azure Cognitive Services Computer Vision capability should they use?

A retail company uses ceiling-mounted cameras to monitor shelf stock. They want an automated system that analyzes each camera image to detect if any product is missing from its expected location on the shelf (a product gap). Which Azure Computer Vision capability should they use?

A nature conservation organization wants to create an app that automatically identifies different species of birds from photos uploaded by birdwatchers. They have thousands of labeled images of bird species. Which Azure service should they use to train a custom model?

A robotic arm in a factory needs to pick parts from a bin. The system must identify each part and its exact outline to ensure precise grasping. Which Computer Vision capability should be used?

An autonomous vehicle team needs a system that not only identifies objects like cars and pedestrians but also creates a precise pixel-level mask for each individual object instance, even when objects overlap. Which Azure Computer Vision capability should they use?

A parking management company uses cameras at the entrance and exit of a lot. They need to automatically read the license plate numbers of each car as it enters and exits. Which Azure Computer Vision capability is specifically designed for this task?

All AI-900 Objectives