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基于知识蒸馏与 ECA 注意力机制的轻量级食品图像分类模型
针对食品图像分类任务,本文提出了一种结合高效通道注意力(ECA)模块的知识蒸馏方法,用于提升轻量级网络的分类性能。具体地,我们以 ResNet-50 作为教师模型,在 Food-101 数据集上微调训练,得到 76.76% 的验证准确率;然后采用知识蒸馏策略训练学生模型 ...
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