Google Cloud Professional Machine Learning Engineer — Question 103

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?

Answer options

• A. AutoML Vision Edge mobile-high-accuracy-1 model
• B. AutoML Vision Edge mobile-low-latency-1 model
• C. AutoML Vision model
• D. AutoML Vision Edge mobile-versatile-1 model

Correct answer: B

Explanation

The correct answer is B, the AutoML Vision Edge mobile-low-latency-1 model, as it is designed for quick inference times, which is essential for faster defect detection in a setting with unreliable Wi-Fi. The other options either prioritize accuracy over speed (A), do not specifically cater to low-latency requirements (C), or offer versatility without the necessary emphasis on low latency for immediate deployment (D).