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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #121

You work for a toy manufacturer that has been experiencing a large increase in demand. You need to build an ML model to reduce the amount of time spent by quality control inspectors checking for…

The correct answer is B. AutoML Vision Edge mobile-low-latency-1 model. Hence faster defect detection is a priority, AutoML Vision Edge mobile-low-latency-1 model should be the choice. This model is designed to run efficiently on mobile devices and prioritize low latency, which means that it can provide fast defect detection without requiring a…

Submitted by certguy· Apr 18, 2026ML model development

Question

You work for a toy manufacturer that has been experiencing a large increase in demand. You need to build an ML model to reduce the amount of time spent by quality control inspectors checking for product defects. Faster defect detection is a priority. The factory does not have reliable Wi-Fi. Your company wants to implement the new ML model as soon as possible. Which model should you use?

Options

  • AAutoML Vision Edge mobile-high-accuracy-1 model
  • BAutoML Vision Edge mobile-low-latency-1 model
  • CAutoML Vision model
  • DAutoML Vision Edge mobile-versatile-1 model

How the community answered

(33 responses)
  • A
    9% (3)
  • B
    82% (27)
  • C
    6% (2)
  • D
    3% (1)

Explanation

Hence faster defect detection is a priority, AutoML Vision Edge mobile-low-latency-1 model should be the choice. This model is designed to run efficiently on mobile devices and prioritize low latency, which means that it can provide fast defect detection without requiring a connection https://cloud.google.com/vision/automl/docs/train-edge

Topics

#AutoML Vision Edge#Edge AI#Model Selection#Low Latency

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