Dataset and label checks · Question 57 of 60
A team only has budget to have a small part of 100,000 images reviewed by experts. Which images should preferably be reviewed?
2 answers are correct. Hard
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Answer
- C Data that most strongly affects the success or safety of the application
- D Ambiguous data points, for example those near the boundary between classes
Explanation
Expert reviews and multiple annotation are expensive, so they are used according to risk. Priority goes to data that is easily mislabeled, such as ambiguous cases near a class boundary, and data that matters especially for the success or safety of the application.