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Updated: Jan 9, 2026

Deep Neural Networks for Image-Based Dietary Assessment
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长尾持续学习用于视觉识别食物

Jiangpeng He1, Xiaoyan Zhang2, Luotao Lin3

  • 1Massachusetts Institute of Technology, Cambridge 02139, USA, and also with Purdue University, West Lafayette 47906, USA.

IEEE transactions on multimedia
|December 8, 2025
PubMed
概括

这项研究引入了食品识别的新框架,该框架解决了学习新食品和处理不平衡数据集的挑战. 该方法提高了罕见食品类别的准确性,这对于现实应用至关重要.

关键词:
持续的学习 持续的学习数据增强数据增强食品的认可 食品的认可知识的蒸知识的蒸.长尾分布分布的长尾动物

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