Microsoft Azure AI Engineer Associate AI-102 Practice Question
You are building an object detection model in the Custom Vision portal that detects surface cracks in concrete. During data collection, you photographed 40 images where the concrete is flawless-no cracks appear anywhere in the frame. Before you perform the initial training, you must decide what to do with these "no-crack" photos. According to Custom Vision object-detection requirements, how should you handle these images?
Upload the photos and leave them untagged so they serve as negative examples.
Move the photos to a separate image-classification project and mark them with the built-in Negative tag.
Draw a bounding box around the entire frame and tag it with a label such as Background.
Remove the crack-free photos from the object-detection training set, because each training image must include at least one tagged bounding box.
Custom Vision requires every training image in an object-detection project to contain at least one tagged bounding box. Photos that contain no instance of the target object cannot be labeled and would block the training job. The recommended approach is to exclude those images from the training set (you can keep them for later testing). Uploading them untagged, tagging the whole frame, or moving them to a classification project is unnecessary and may impair the model or violate project rules.
Ask Bash
Bash is our AI bot, trained to help you pass your exam. AI Generated Content may display inaccurate information, always double-check anything important.
Why must every training image in an object-detection project contain a tagged bounding box?
Open an interactive chat with Bash
What are negative examples in machine learning, and why are they not used in this case?
Open an interactive chat with Bash
Can crack-free photos still be useful in training or testing later on?
Open an interactive chat with Bash
Microsoft Azure AI Engineer Associate AI-102
Implement computer vision solutions
Your Score:
Report Issue
Bash, the Crucial Exams Chat Bot
AI Bot
Loading...
Loading...
Loading...
Pass with Confidence.
IT & Cybersecurity Package
You have hit the limits of our free tier, become a Premium Member today for unlimited access.
Military, Healthcare worker, Gov. employee or Teacher? See if you qualify for a Community Discount.
Monthly
$19.99
$19.99/mo
Billed monthly, Cancel any time.
3 Month Pass
$44.99
$14.99/mo
One time purchase of $44.99, Does not auto-renew.
MOST POPULAR
Annual Pass
$119.99
$9.99/mo
One time purchase of $119.99, Does not auto-renew.
BEST DEAL
Lifetime Pass
$189.99
One time purchase, Good for life.
What You Get
All IT & Cybersecurity Package plans include the following perks and exams .