Long-Tailed Food Classification

Long-Tailed Food Classification

Food classification serves as the basic step of image-based dietary assessment to predict the types of foods in each input image. However, foods in real-world scenarios are typically long-tail distributed, where a small number of food types are consumed more frequently than others, which causes a se...

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Bibliographic Details
Main Authors: Jiangpeng He, Luotao Lin, Heather A. Eicher-Miller, Fengqing Zhu
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Nutrients
Subjects:
food classification
long-tail distribution
image-based dietary assessment
benchmark datasets
food consumption frequency
neural networks
Online Access:https://www.mdpi.com/2072-6643/15/12/2751

Internet

https://www.mdpi.com/2072-6643/15/12/2751

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