Food Image Recognition and Calorie Prediction System using CNN

With the growing emphasis on health awareness and lifestyle management, there is a rising demand for systems that can monitor daily food intake and assess its nutritional value. Food Image Recognition and Calorie Prediction system introduces an AI-powered system designed to help individuals achieve their personalized health and fitness objectives. By leveraging image processing and machine learning algorithms, the system automatically identifies food items and accurately estimates their calorie content. This framework holds the potential for integration into mobile health applications, enabling users to effectively manage their nutrition and maintain a balanced lifestyle.

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Publication Details

Published
2025-08-04
DOI
https://doi.org/10.1109/icscsa66339.2025.11170907
Primary Topic
Nutrition, Health and Food Behavior
Type
article
Field-Weighted Citation Impact
0.00
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Food Image Recognition and Calorie Prediction System using CNN

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Food Image Recognition and Calorie Prediction System using CNN

T. P. Kausalya Nandan, Mareddy Anusha, K. Charan Kumar, Mohammed Kaif, M. Shivani, Pathakoti Sree Mithra
article en

Abstract

With the growing emphasis on health awareness and lifestyle management, there is a rising demand for systems that can monitor daily food intake and assess its nutritional value. Food Image Recognition and Calorie Prediction system introduces an AI-powered system designed to help individuals achieve their personalized health and fitness objectives. By leveraging image processing and machine learning algorithms, the system automatically identifies food items and accurately estimates their calorie content. This framework holds the potential for integration into mobile health applications, enabling users to effectively manage their nutrition and maintain a balanced lifestyle.

Varsha Bioscience and Technology (India) (IN)
Openalex Percentile: Top 68%
Nutrition, Health and Food Behavior
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