Discover whether Azure’s Computer Vision service allows you to train custom image classification models. Get a clear answer and explanation from an AI-900 expert.
Table of Contents
Question
“Training of a custom image classification model” can be performed by using the Computer Vision service. Select the correct option.
A. True
B. False
Answer
The correct answer is B. False. The Azure Computer Vision service does not allow you to train custom image classification models.
B. False
Explanation
The Computer Vision service provides pre-built APIs for performing common image analysis tasks such as:
- Describing an image with tags and a natural language caption
- Detecting and recognizing text (OCR)
- Detecting faces and analyzing facial attributes
- Categorizing images into predefined categories
- Detecting popular brands and products
- Detecting adult/racy content
However, these capabilities use pre-trained models provided by Microsoft. The Computer Vision service does not have functionality for users to upload their own labeled images and train a fully custom image classification model.
If you need to build custom computer vision models trained on your own data and labels, the appropriate Azure service to use is Azure Custom Vision. With Custom Vision, you can upload and tag your own images and train custom image classification and object detection models tailored to your specific domain and use case.
In summary, while Computer Vision offers powerful pre-built image analysis capabilities, it does not support training custom models, so the statement in the question is false. For custom model training, you would use Azure Custom Vision instead.
Training a custom image classification model is performed using Azure Custom Vision, not the standard Computer Vision service. Custom Vision allows users to train models with their own labeled images, whereas the Computer Vision service is used more for pre-built, general image analysis tasks.
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