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Exam AI-102 topic 1 question 47 discussion

Actual exam question from Microsoft's AI-102
Question #: 47
Topic #: 1
[All AI-102 Questions]

DRAG DROP
-

You have a Custom Vision service project that performs object detection. The project uses the General domain for classification and contains a trained model.

You need to export the model for use on a network that is disconnected from the internet.

Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

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Suggested Answer:
by RAN_L at March 15, 2023, 10:37 a.m.

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Chosen Answer:
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jimbojambo
Highly Voted 2 years, 3 months ago
The provided answer is correct. As reported here https://learn.microsoft.com/en-us/azure/cognitive-services/Custom-Vision-Service/export-your-model the model must be retrained after changing the domain to compact.
upvoted 24 times
rdemontis
1 year, 7 months ago
correct answer and tested!
upvoted 4 times
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zellck
Highly Voted 1 year, 11 months ago
1. Change Domains to General (compact) 2. Retain model 3. Export model https://learn.microsoft.com/en-us/azure/cognitive-services/custom-vision-service/export-your-model - In the Domains section, select one of the compact domains. Select Save Changes to save the changes. - From the top of the page, select Train to retrain using the new domain. - Go to the Performance tab and select Export.
upvoted 13 times
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syupwsh
Most Recent 4 months, 1 week ago
Step 1) Change Domains to General (compact) is CORRECT because the General (compact) domain is optimized for running on devices with limited resources and can be exported for offline use. Step 2) Retrain the model is CORRECT because after changing the domain, you need to retrain the model to ensure it works effectively within the new domain. Step 3) Export the model is CORRECT because, after retraining, you can export the model for use on a network that is disconnected from the internet.
upvoted 3 times
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moonlightc
10 months, 1 week ago
This was in the exam on 15/08/2024
upvoted 3 times
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nanaw770
1 year, 1 month ago
1. Change domain to General(Compact) domain 2. Retrain model using new domain 3. Export model to desired export format
upvoted 2 times
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funny_penguin
1 year, 1 month ago
on exam today 24/05/2024, zellck's response I selected as well. general compact, retrain, export
upvoted 2 times
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aobakwemc
1 year, 3 months ago
Appeared in exam 03/11/2024
upvoted 4 times
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audlindr
1 year, 3 months ago
This was in 2-Mar-24 exam
upvoted 2 times
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Prodyna
1 year, 7 months ago
was on november exam
upvoted 5 times
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propanther
1 year, 10 months ago
Correct sequence of answer is: 1. Change domain to General(Compact) domain 2. Retrain model using new domain 3. Export model to desired export format Ref: https://learn.microsoft.com/en-us/azure/ai-services/custom-vision-service/export-your-model
upvoted 2 times
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Pixelmate
1 year, 12 months ago
This appeared in the exam 28/06
upvoted 3 times
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RAN_L
2 years, 3 months ago
This sequence of actions is not correct. Changing the domain to General (compact) before retraining the model may result in reduced accuracy and performance, as the model would not be optimized for the specific domain it is intended to be used in. Therefore, the correct sequence of actions should start with retraining the model to optimize it for the intended use case, followed by changing the domain to General (compact) to create a more compact version of the model, and then exporting it for use on a disconnected network. So the correct sequence is: Retrain the model Change Domains to General (compact) Export the model
upvoted 1 times
Mehe323
1 year, 3 months ago
In Jimbo's link, the retraining is the last sub step in the 'Convert to a compact domain' step. The step before that is Changing domains. So the answer given by ExamTopics is correct.
upvoted 2 times
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Rob77
2 years, 1 month ago
Unlikely. 1 - the model is already trained and 2 - after changing the domain you have to retrain the model see jimbo's link above...
upvoted 2 times
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