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Data · dataset · 2026

Chinese Food Images for Full-cycle Nutrition Analysis Towards Diabetes Management

Listed in ScienceDB

Public food image datasets have primarily focused on recognition or segmentation, with limited resources for comprehensive nutrition analysis, particularly for Chinese cuisine which exhibits high nutritional variability due to diverse cooking methods and regional influences.

Description

To address this gap, we introduce a multimodal food image dataset designed to support full-cycle nutritional analysis, including segmentation, category recognition, and nutrient content estimation, tailored specifically to diabetic diets.

This dataset is aligned with clinical data from Chinese diabetes cohorts to facilitate accurate dietary management and glucose prediction. It provides a valuable resource for advancing computational methods in meal-level nutrition assessment for diabetic populations.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Food sciences 70% · Image 75%
Provenance · 1 source records, 12 field assertions
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ScienceDB10.57760/sciencedb.2801211 d agoJSON v1
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