Dec, 2023
DualTeacher:用于半监督增量目标检测中未标记类别的协同存在
DualTeacher: Bridging Coexistence of Unlabelled Classes for Semi-supervised Incremental Object Detection
Ziqi Yuan, Liyuan Wang, Wenbo Ding, Xingxing Zhang, Jiachen Zhong...
TL;DR半监督增量目标检测通过构建两个针对老和新类别的教师模型,并将它们的预测结果拼接起来指导学生模型,有效解决了监督较少的情况下新类别增量目标检测问题。