How much real data do we actually need: Analyzing object detection performance using synthetic and real data

Farzan Erlik Nowruzi, Prince Kapoor, Dhanvin Kolhatkar +3

In recent years, deep learning models have resulted in a huge amount of progress in various areas, including computer vision. By nature, the supervised training of deep models requ…