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Aug, 2023
SegPrompt: 通过类别级提示学习提升开放世界分割
SegPrompt: Boosting Open-world Segmentation via Category-level Prompt Learning
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Muzhi Zhu, Hengtao Li, Hao Chen, Chengxiang Fan, Weian Mao...
TL;DR
通过使用类别信息,SegPrompt机制改进了封闭集实例分割模型的类别不可知分割能力,同时提供了一个更贴近实际情景的新型开放世界基准,实验结果表明SegPrompt可以提高整体和未知类别的检测性能。
Abstract
Current
closed-set instance segmentation
models rely on pre-defined class labels for each mask during training and evaluation, largely limiting their ability to detect novel objects.
open-world instance segmentation
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