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Nov, 2023
CastDet: 以CLIP激活的师生学习实现开放词汇空中目标检测
CastDet: Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning
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Yan Li, Weiwei Guo, Dunyun He, Jiaqi Zhou, Yuze Gao...
TL;DR
本文研究了在航拍图像中的物体检测问题,提出了一种使用CLIP激活的学生-教师模型的开放词汇物体检测框架,通过同时生成高质量的候选区域和伪标签来提高新物体的检测性能。
Abstract
object detection
in
aerial images
is a pivotal task for various earth observation applications, whereas current algorithms learn to detect only a pre-defined set of object categories demanding sufficient bounding
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