Discover the best Azure service for training a model to classify images of bananas and apples using your own digital photographs. Learn why Custom Vision is the ideal choice for this task.
Table of Contents
Question
You are planning to train a model, that classifies images of bananas and apples based on a collection of your own digital photographs. Which Azure service should you use?
A. Azure Bot Service
B. Computer Vision
C. Custom Vision
Answer
To train a model that classifies images of bananas and apples based on your own digital photographs, the best Azure service to use is Custom Vision.
C. Custom Vision
Explanation
Custom Vision is a cognitive service that enables you to build, deploy, and improve custom image classifiers. It is specifically designed for scenarios where you have a specific domain or set of objects you want to identify, such as bananas and apples in this case.
With Custom Vision, you can upload your own set of training images and label them according to your desired categories (bananas and apples). The service then uses machine learning algorithms to train a model based on these labeled images. Once trained, the model can be used to classify new, unseen images of bananas and apples.
The other options mentioned are not as suitable for this task:
- Azure Bot Service is designed for building conversational AI interfaces, such as chatbots, and is not primarily used for image classification.
- Computer Vision is a pre-trained service that can perform various image analysis tasks, such as object detection and tagging. While it can identify common objects, it is not designed to be trained on specific categories like bananas and apples using your own dataset.
In summary, Custom Vision is the most appropriate Azure service for training a model to classify images of bananas and apples based on your own digital photographs. It allows you to build a custom image classifier tailored to your specific needs, making it the ideal choice for this task.
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