Detect in Any Scene: An Agentic Framework for Object Detection with Experience-Aware Reasoning

Wenlun Zhang, Jun Yin, Kentaro Yoshioka

Object detection in real-world scenarios remains challenging due to diverse image degradations and heterogeneous object distributions, which significantly hinder the generalization…