Selective Self-Training

Improving Object Detection with Selective Self-Supervised Self-Training

关键词： Web images , image-to-image search , selective net
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Improving Object Detection with Selective Self-Supervised Self-Training

使用网络数据去增强人为标注的数据，主要从以下两点出发：

• 使用 image-to-image search去搜索less domain shift的数据
• 使用self training去给unlabeled data 打label，使用a selective net 去纠正 the supervision signals in Web images，缓解domain gap

  Motivation

  
  

  Proposed method