Nutrivision: Food Calorie Estimation Using Vision Transformers and Personalized Food Recommendations

NutriVision: Food Calorie Estimation Using Vision Transformers and Personalized Food Recommendations smartly combines machine learning with contemporary mobile application development to classify Indian food picture files, determine their calorie content, and provide personalized dietary recommendations. This classification method is based on ViT and implementation in a mobile app that would serve as the user interface. The aim is to create an effective and user-friendly platform for monitoring calorie intake and informed food choices.

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Publication Details

Published
2025-04-17
DOI
https://doi.org/10.1109/icdsbs63635.2025.11031737
Primary Topic
Nutritional Studies and Diet
Type
article
Field-Weighted Citation Impact
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article

Nutrivision: Food Calorie Estimation Using Vision Transformers and Personalized Food Recommendations

Tanuja Kayarga, C. Surekha, Vamshi Gangamma H G, Varsha Gowramma H G et al.
Nutritional Studies and Diet
article

Nutrivision: Food Calorie Estimation Using Vision Transformers and Personalized Food Recommendations

Tanuja Kayarga, C. Surekha, Vamshi Gangamma H G, Varsha Gowramma H G, Umme Madeeha
article en

Abstract

NutriVision: Food Calorie Estimation Using Vision Transformers and Personalized Food Recommendations smartly combines machine learning with contemporary mobile application development to classify Indian food picture files, determine their calorie content, and provide personalized dietary recommendations. This classification method is based on ViT and implementation in a mobile app that would serve as the user interface. The aim is to create an effective and user-friendly platform for monitoring calorie intake and informed food choices.

Zero hunger
Openalex Percentile: Top 80%
Nutritional Studies and Diet
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Nutrivision: Food Calorie Estimation Using Vision Transformers and Personalized Food Recommendations — Tanuja Kayarga, C. Surekha, et al. · (2025) | TGRS Research Map | TGRS