Prototype-Driven Adaptation for Few-Shot Object Detection

Yushen Huang, Zhiming Wang

Few-shot object detection (FSOD) often suffers from base-class bias and unstable calibration when only a few novel samples are available. We propose Prototype-Driven Alignment (PDA…