dataset maybe small, how the retrieval performance would be influenced?

[brisker]

Hi, Kevinlin, if I have a dataset and the dataset has only about 10 classes and totally aorund 3000 images(before data augmentation), will the retrieval performance be influenced? If yes, how would it be influenced? Thank you !