When is it reasonable to use web-scraped images as a fallback training source?

True or False: Training a model using only images from a polished company website guarantees good performance on real-world images.

A model trained only on one narrow data source may not _____ when conditions change.

Match each data situation to its associated risk or outcome.

Order the decision steps for using website photos when future-like data is hard to obtain.

Weighing proxy photos when no future-like data exists

Explain a performance gap between catalog photos and live camera images.

What risk comes from training on web-scraped photos when the deployment data will differ?

What is the best interpretation of using website images as training data?

True or False: Website images should be your first choice for gathering training data.