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Oct, 2023
DST-Det: 开放词汇目标检测的简单动态自训练
DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection
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Shilin Xu, Xiangtai Li, Size Wu, Wenwei Zhang, Yining Li...
TL;DR
使用开放词汇的目标检测方法,通过利用预训练的视觉语言模型的零样本分类能力,直接对所有可能的新类别的建议进行分类,而不需要额外的注释或数据集。
Abstract
open-vocabulary object detection
(OVOD) aims to detect the objects beyond the set of categories observed during training. This work presents a simple yet effective strategy that leverages the
zero-shot classification
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