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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #297

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #297: Real Exam Question with Answer & Explanation

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Submitted by layla.eg· Apr 18, 2026Problem framing

Question

You work for a company that builds bridges for cities around the world. To track the progress of projects at construction sites, your company has set up cameras at each location. Each hour, the cameras take a picture that is sent to a Cloud Storage bucket. A team of specialists reviews the images, filters important ones, and then annotates unique specialized construction equipment in the images. You want to propose an ML solution that will help the company scale and reduce costs for this process. You need the solution to have minimal up-front cost. What method should you propose?

Options

  • ATrain an AutoML object detection model to annotate the objects in the images to help specialists
  • BUse the Cloud Vision API to automatically annotate objects in the images to help specialists with
  • CCreate a BigQuery ML classification model to classify important images. Use the model to predict
  • DUse Vertex AI to train an open source object detection to annotate the objects in the images to

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Topics

#Object Detection#AutoML#Cost Optimization#Image Annotation
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