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What is Dynamic Label Assignment in Object Detection about?

This paper presents a novel dynamic label assignment method for object detection that combines predicted Intersection over Union (IoU) values with anchor IoUs to enhance the selection of positive samples. The proposed approach aims to improve detection model performance by adapting the label assignment based on the training status, thereby reducing discrepancies between classification and localization scores. Experimental results on the COCO dataset demonstrate the effectiveness of this method in generating

Author

thanhkimnguyen.1984

Language

EN