Learn how to use Azure AI Vision Spatial Analysis to monitor video streams and detect if a user is alone or collaborating. Key concept for the Microsoft AI-102 certification exam.
Table of Contents
Question
You are building an internet-based training solution. The solution requires that a user’s camera and microphone remain enabled.
You need to monitor a video stream of the user and verify that the user is alone and is not collaborating with another user. The solution must minimize development effort.
What should you include in the solution?
A. speech-to-text in the Azure AI Speech service
B. object detection in Azure AI Custom Vision
C. Spatial Analysis in Azure AI Vision
D. object detection in Azure AI Custom Vision
Answer
C. Spatial Analysis in Azure AI Vision
Explanation
To monitor a user’s video stream and verify they are alone without collaborating with others, while minimizing development effort, the best option is to use the Spatial Analysis capability in Azure AI Vision.
Spatial Analysis allows you to analyze real-time video streams to understand the physical environment, movements, and spatial relationships between people and objects. It includes pre-built AI models that can detect people in a scene and track their movements over time.
By using Spatial Analysis, you could monitor the user’s video feed and have the AI automatically detect if more than one person is present in the frame. This would allow you to flag potential collaboration and take appropriate action, without needing a human to constantly watch the video.
The other options are not as suitable:
- Speech-to-text (A) could transcribe audio but wouldn’t directly detect visual collaboration
- Object detection in Custom Vision (B and D) can identify objects but is not designed for real-time video analysis of people and their interactions
Therefore, Spatial Analysis in Azure AI Vision is the best fit for this scenario, enabling efficient and scalable monitoring of user video streams to ensure solo participation. Its pre-built AI capabilities minimize the development effort required.
Microsoft AI-102: certification exam practice question and answer (Q&A) dump with detail explanation and reference available free, helpful to pass the Microsoft AI-102: exam and earn Microsoft AI-102: certification.