BenchMark Quizzes by MDFT Pro

Move Custom Vision Object Detection Model Between Environments

MDFT Pro, a well-known training agency, has been developing computer vision capabilities to automatically analyze student engagement and attention during online classes. Claire, the Learning Analytics Manager, has successfully created and trained an object detection model called “EngagementTracker” in their development Custom Vision resource (cvdev) within a project called “StudentAnalytics”.

The model can identify various student behaviors and engagement indicators during video sessions. Now that the model has been thoroughly tested and validated, Claire needs to move it from the development environment to their production Custom Vision resource (cvprod) to begin analyzing real student interactions in live classrooms.

Which three actions should Claire perform in sequence to move the object detection model to the production environment?

Choose all correct answers from the options below.

Explanations for each answer:

Use the GetProjects endpoint on acvdev is correct. GetProjects retrieves project information from the development environment, providing the necessary project details required for the export process.
Use the ExportProject endpoint on acvdev is correct. ExportProject creates a portable representation of the entire project including the model, training data, and configuration that can be imported into another environment.
Use the ImportProject endpoint on acvprod is correct. ImportProject takes the exported project data and recreates the project with its trained model in the production environment.
Use the ExportIteration endpoint on acvdev is incorrect. ExportIteration exports only a specific model iteration for deployment, not the complete project structure needed for environment migration.
Use the GetIterations endpoint on acvdev is incorrect. GetIterations retrieves information about model iterations but doesn't export the model or project data for migration.
Use the UpdateProject endpoint on acvprod is incorrect. UpdateProject modifies existing project settings but doesn't import or create new projects from external sources.

Learn more about Custom Vision model export:

Custom Vision Model Export

Exam Preparation Quiz

Move Custom Vision Object Detection Model Between Environments