You Work for a Manufacturing Company That Sources Up to 750

question 199

Multiple Choice

You work for a manufacturing company that sources up to 750 different components, each from a different supplier. You've collected a labeled dataset that has on average 1000 examples for each unique component. Your team wants to implement an app to help warehouse workers recognize incoming components based on a photo of the component. You want to implement the first working version of this app (as Proof-Of-Concept) within a few working days. What should you do?

• A) Use Cloud Vision AutoML with the existing dataset.
• B) Use Cloud Vision AutoML, but reduce your dataset twice.
• C) Use Cloud Vision API by providing custom labels as recognition hints.
• D) Train your own image recognition model leveraging transfer learning techniques.

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