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Enhancing Training Set Diversity for a Cat Detector

Question: According to the source, when trying to improve a cat detector by collecting a more diverse training set, what specific types of pictures should you collect?

Sample answer: To collect a more diverse training set, you should collect pictures of cats in unusual positions, cats with unusual coloration, and pictures shot with a variety of camera settings.

Key points:

  • Mentions pictures of cats in unusual positions.
  • Mentions pictures of cats with unusual coloration.
  • Mentions pictures shot with a variety of camera settings.

Rubric: The response should explicitly list the three examples of diversity provided in the text: unusual positions, unusual coloration, and varied camera settings.

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Updated 2026-05-26

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