Portable Active Learning for Object Detection

ArXi:2605.10349v1 Announce Type: cross Annotating bounding boxes is costly and limits the scalability of object detection. This challenge is compounded by the need to preserve high accuracy while minimizing manual effort in real-world applications. Prior active learning methods often depend on model features or modify detector internals and