Coreset Selection for Object Detection: Addressing the Challenges of Multi-Object and Multi-Label Scenarios

A novel coreset selection method, CSOD, that addresses the challenges of multi-object and multi-label scenarios in object detection tasks, outperforming random selection and existing coreset selection methods designed for image classification.