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Jul, 2023
视觉食品识别的长尾连续学习
Long-Tailed Continual Learning For Visual Food Recognition
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Jiangpeng He, Luotao Lin, Jack Ma, Heather A. Eicher-Miller, Fengqing Zhu
TL;DR
该论文提出了一种基于深度学习的食物识别框架,通过知识蒸馏技术和数据增强手段,解决了在长尾场景下出现的知识遗忘和数据不平衡的问题,并在多个数据集上得到了优异的性能表现。
Abstract
deep learning
based
food recognition
has achieved remarkable progress in predicting food types given an eating occasion image. However, there are two major obstacles that hinder deployment in real world scenario.
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