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Updated: Jan 17, 2026

Deep Neural Networks for Image-Based Dietary Assessment
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在卷积网络中通过适应性知识蒸和全球响应规范化来提高水果新鲜度分类

Semih Demirel1, Oktay Yıldız2

  • 1Department of Information Systems, Gazi University Ankara, Ankara, Turkey.

PeerJ. Computer science
|September 24, 2025
PubMed
概括

一个新的深度学习模型,GGENet,使用自适应知识蒸准确地分类水果的新鲜度. 这项技术有助于减少食物浪费,并通过早期检测腐烂产品来改善农业质量控制.

关键词:
适应性的知识蒸.频道注意力 频道注意力卷积神经网络是一种卷积神经网络.全球响应正常化全球响应正常化空间注意力空间注意力

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