AI-102 Question 38
Single answerYou are tasked with creating an Azure AI resource to implement a custom vision solution for your organization. The solution must allow you to train and deploy custom image classification models efficiently. Which Azure AI resource should you create?
- A
Azure Cognitive Services - Computer Vision
- B
Azure Cognitive Services - Custom Vision
- C
Azure Machine Learning Workspace
- D
Azure Bot Service
Show answer and explanation
Correct answer: B
Explanation
The Azure Cognitive Services - Custom Vision resource is the best choice for implementing a custom vision solution because it provides a streamlined platform for training and deploying custom image classification and object detection models. Other options like Computer Vision or Azure Machine Learning Workspace are either not suitable for custom training or require more manual effort to achieve the same goal.
- A. Incorrect.
The 'Computer Vision' service is designed for pre-built capabilities like image analysis and OCR, but it does not allow for custom model training, which is required in this scenario.
- B. Correct.
The 'Custom Vision' service is specifically designed to train and deploy custom image classification and object detection models, making it the correct choice for this scenario.
- C. Incorrect.
While 'Azure Machine Learning Workspace' can be used to build and train machine learning models, it is a more generalized tool and requires more manual setup compared to the Custom Vision service, which provides specialized tools for image classification.
- D. Incorrect.
The 'Azure Bot Service' is used to build conversational AI and chatbots, and it is unrelated to image classification tasks.