Retriever-Dictionary module / Retriever-Dictionary (RD) module / RD module

anchor

Module that injects retrieved external knowledge into a detector's features through a learned dictionary lookup.

Note

introduced by a paper already held in sources.yaml, so the anchor is that paper: "YOLO-RD: Introducing Relevant and Compact Explicit Knowledge to YOLO by Retriever-Dictionary", whose abstract introduces the RD module as the paper's own contribution

Findings

• IC-006The Retriever-Dictionary module improves object detection accuracy of YOLOv7, YOLOv9, Faster R-CNN, and Deformable DETR on COCO 2017 [primary]