Explore how to train and deploy object detection models using a single Azure ML resource. Learn about unified access for seamless model training and predictive services!
Table of Contents
Question
You plan to use a set of images to train an object detection model, and then publish the model as a predictive service. You want to use a single Azure resource with the same key and endpoint for training and prediction. What kind of Azure resource should you create?
Answer
Machine Learning service (Azure ML)
Explanation
For training and deploying an object detection model using a single Azure resource, create a Machine Learning service (Azure ML) resource. This type of resource provides a unified environment for both model training and publishing as a predictive service. Developers can access the training and prediction endpoints using the same key and endpoint within the Azure ML resource.
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