A Lightweight Hybrid Model with Location-Preserving ViT for Efficient Food Recognition

A Lightweight Hybrid Model with Location-Preserving ViT for Efficient Food Recognition

Food-image recognition plays a pivotal role in intelligent nutrition management, and lightweight recognition methods based on deep learning are crucial for enabling mobile deployment. This capability empowers individuals to effectively manage their daily diet and nutrition using devices such as smar...

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Bibliographic Details
Main Authors: Guorui Sheng, Weiqing Min, Xiangyi Zhu, Liang Xu, Qingshuo Sun, Yancun Yang, Lili Wang, Shuqiang Jiang
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Nutrients
Subjects:
food recognition
lightweight
global feature
ViT
nutrition management
Online Access:https://www.mdpi.com/2072-6643/16/2/200

Internet

https://www.mdpi.com/2072-6643/16/2/200

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