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Implement computer vision solutionshardMultiple ChoiceObjective-mapped

AI-102 Implement computer vision solutions Practice Question

Exhibit

Refer to the exhibit.

```json
{
  "name": "MyCustomVisionProject",
  "description": "Project for logo detection",
  "domainId": "0732100f-1a38-4e49-a514-c9b44d6978f0",
  "classificationType": "Multilabel",
  "targetExportPlatforms": ["DockerFile", "TensorFlow"]
}
```

You are creating a new Custom Vision project with the above JSON. The domainId corresponds to the 'Logo' domain. Which type of model will this project train?

⚠ Common exam trap

Many candidates confuse the 'Logo' domain with object detection, assuming it draws bounding boxes around logos, when in fact it performs multilabel classification without localization.

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

A multilabel image classification model for logo detection

The 'Logo' domain in Custom Vision is specifically designed for image classification tasks, not object detection. When you create a project with the 'Logo' domain, it trains a multilabel image classification model, meaning each image can be assigned multiple labels (e.g., multiple logos in one image). This domain is optimized for identifying and classifying logos within images, making it distinct from object detection or general classification.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • An object detection model for logo detection

    Why it's wrong here

    Object detection uses 'ObjectDetection' classificationType.

  • An optical character recognition model

    Why it's wrong here

    OCR is not in Custom Vision.

  • A multilabel image classification model for logo detection

    Why this is correct

    Logo domain with Multilabel type means classification, not detection.

  • A general image classification model

    Why it's wrong here

    Domain is Logo, not General.

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Written by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

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