Few-shot object detection addresses the challenge of recognising and localising novel object categories from only a handful of annotated examples. Traditional deep-learning detectors demand extensive ...

Object detection is the task of identifying and localising instances of predefined object classes within images or video frames. Early approaches relied on handcrafted features and sliding-window ...