In one to three sentences, explain the risk of using website images for training data.
Question: In one to three sentences, explain the specific risk described in the source when a team starts with website images because no future-like data is available.
Sample answer: The risk is that a system trained on website images may not generalize well, since these images can differ from the data the system will actually encounter in the future.
Key points:
- Website images may not resemble future data
- The named risk is poor generalization
Rubric: Full credit: response names the generalization risk. Partial credit: response mentions risk vaguely without naming generalization. No credit: response describes an unrelated risk.
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When should a team consider starting with website images for training data?
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In one to three sentences, explain the risk of using website images for training data.
Which statement best reflects the source's stance on using website images?
True or False: Website images are recommended as the first choice for data collection.