动态双向数据重组,以实现半监督学习中的有效道路垃圾细分

Suheng Peng1, Jiacai Liao2, Libo Cao1

  • 1School of Mechanical and Vehicle Engineering, Hunan University, Lushan South Road, Yuelu District, Changsha, Hunan Province, Changsha, 410082, Hunan, China.

概括

本研究介绍了动态双向数据复制 (DBDR) 以提高使用半监督学习 (SSL) 的道路垃圾细分. DBDR通过动态平衡标记和未标记数据来提高模型性能,克服城市废物管理中的注释限制.

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