AI-102 Question 3
Single answerA retail company wants to implement a computer vision solution to automatically analyze images of their products and identify specific attributes, such as color, size, and brand logos. They also require the ability to detect objects in real-time from video streams at scale. Which Azure service should they use?
- A
Azure Custom Vision
- B
Azure Cognitive Services Computer Vision
- C
Azure Video Indexer
- D
Azure Form Recognizer
Show answer and explanation
Correct answer: A
Explanation
Azure Custom Vision is the appropriate service for this scenario because it enables the creation of a custom image classification or object detection model tailored to specific business needs, such as identifying product attributes. This service supports training models with labeled data and can also handle real-time object detection when integrated into applications.
- A. Correct.
Azure Custom Vision is the best choice for building a model tailored to specific attributes such as color, size, and brand logos. It allows customization of object detection and classification based on the company's unique dataset.
- B. Incorrect.
Azure Cognitive Services Computer Vision provides general-purpose image analysis, such as describing images and extracting text, but it does not allow customizable object detection.
- C. Incorrect.
Azure Video Indexer is focused on analyzing video content for insights such as speech-to-text, facial recognition, and scene detection, but it is not designed for real-time object detection in images or videos.
- D. Incorrect.
Azure Form Recognizer is designed for extracting structured data from forms and invoices but is not suitable for analyzing product attributes or detecting objects in images or videos.