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Nov, 2021
基于联想和区分的小样本物体检测
Few-Shot Object Detection via Association and DIscrimination
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Yuhang Cao, Jiaqi Wang, Ying Jin, Tong Wu, Kai Chen...
TL;DR
该研究提出了一种基于联想和区分的两步式微调框架(FADI),以构建每种新类别的区分特征空间,并在Pascal VOC和MS-COCO数据集上进行广泛实验,取得了显著的成果。
Abstract
object detection
has achieved substantial progress in the last decade. However, detecting novel classes with only few samples remains challenging, since deep learning under low data regime usually leads to a degraded
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