Machine Learning, Data Science, Computer Vision, Remote Sensing, Synthetic Data.
Specifically, the RarePlanes project found greater utility for synthetic data for the rarest object classes. We find that, for this study, domain-adapting the synthetic data provides even more benefit for rare categories. While there is a general trend toward lower performance with fewer training