Dynamic Retraining-Updating Mean Teacher for Source-Free Object Detection

In object detection, unsupervised domain adaptation (UDA) aims to transfer knowledge from a labeled source domain to an unlabeled target domain. However, UDA's reliance on labeled source data restricts its adaptability in privacy-related scenarios. This study focuses on source-free object detec...

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Veröffentlicht in:	arXiv.org 2024-07
Hauptverfasser:	Trinh Le Ba Khanh, Huy-Hung Nguyen, Long Hoang Pham, Duong Nguyen-Ngoc Tran, Jeon, Jae Wook
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptation Knowledge management Labels Object recognition Performance degradation Target detection Teachers
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