Vasily Lomakin

OS2D: One-Stage One-Shot Object Detection by Matching Anchor Features

In this paper, we consider the task of one-shot object detection, which consists in detecting objects defined by a single demonstration. Differently from the standard object detection, the classes of objects used for training and testing do not overlap. We build the one-stage system that performs lo…