Shared Similarities Make Additional Training Data Useful

Source-Specific Properties Can Consume Representation Capacity

When can internet images be safely added to the mobile-app training set?

A huge, sufficiently trained network can theoretically learn from both image sources without harm.

Complete the condition: Build a neural network with a large enough number of _____ before adding the internet images.

Match each training scenario element with its role in the source's argument.

Order the reasoning for deciding whether to add internet images to training.

Explain why a large network changes the risk of combining mobile-app and internet images.

Decide whether to merge 200,000 internet images with 5,000 mobile-app images.

What two conditions support using both mobile-app and internet images?

What does the 40:1 dataset ratio demonstrate in the source's example?

Adding internet images is guaranteed to increase performance whenever two image sources are combined.