AWADA: Attention-Weighted Adversarial Domain Adaptation for Object Detection

Object detection networks have reached an impressive performance level, yet a lack of suitable data in specific applications often limits it in practice. Typically, additional data sources are utilized to support the training task. In these, however, domain gaps between different data sources pose a...

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Veröffentlicht in:	arXiv.org 2022-08
Hauptverfasser:	Menke, Maximilian, Wenzel, Thomas, Schwung, Andreas
Format:	Artikel
Sprache:	eng
Schlagworte:	Ablation Adaptation Data sources Domains Feedback loops Object recognition Training Transformations (mathematics)
Online-Zugang:	Volltext
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