AI-102 Question 137
Single answerYou are tasked with building a solution in Azure to label a large dataset of images for a machine learning model. The solution should allow for customization of labels and provide a user-friendly interface for manual labeling if necessary. Which Azure service is best suited for this task?
- A
Azure Custom Vision
- B
Azure Cognitive Search
- C
Azure Form Recognizer
- D
Azure Machine Learning Studio
Show answer and explanation
Correct answer: A
Explanation
Azure Custom Vision is the optimal solution for labeling images in this scenario. It provides a streamlined experience for uploading images, labeling them with custom tags, and even training image classification models. Other services like Azure Cognitive Search and Azure Form Recognizer are tailored for entirely different use cases, while Azure Machine Learning Studio focuses on model development and deployment rather than data labeling.
- A. Correct.
Azure Custom Vision is designed for image labeling and training custom image classification models. It provides tools for uploading images, labeling them with custom tags, and training models directly within the interface.
- B. Incorrect.
Azure Cognitive Search is a service for indexing and searching data, not for labeling or training image datasets.
- C. Incorrect.
Azure Form Recognizer is designed for extracting text and structure from documents, such as invoices or forms, and is not suited for image labeling tasks.
- D. Incorrect.
Azure Machine Learning Studio provides tools for building and deploying models but does not offer a dedicated interface for image labeling tasks.