Decoupled Prototype Matching with Vision Foundation Models for Few-Shot Industrial Object Detection

ArXi:2604.26404v1 Announce Type: new Industrial object detection systems typically rely on large annotated datasets, which are expensive to collect and challenging to maintain in industrial scenarios where the inventory of objects changes frequently. This work addresses the challenge of few-shot object detection in such industrial scenarios, where only a limited number of labeled samples are available for newly