Detect Everything with Few Examples

Understand

Few-shot object detection aims at detecting novel categories given only a few example images.

• It is a basic skill for a robot to perform tasks in open environments.
• Recent methods focus on finetuning strategies, with complicated procedures that prohibit a wider application.
• In this paper, we introduce DE-ViT, a few-shot object detector without the need for finetuning.