Vitamins Deficiency Detection Using Image Processing and Neural Network

Our diets need to contain vitamins. A deficiency will develop if the right number of vitamins aren't consumed. In this study, this project introduces an artificial intelligence (AI) system for early vitamin insufficiency diagnosis. It is a free mobile application that uses the user's images of their eyes, lips, tongue, and nails to identify vitamin deficiencies instead of blood samples. The application will give users a report on any vitamin deficiencies they may have, along with recommendations for the right foods to increase their vitamin intake and fend off deficiencies. The software is trained to differentiate between images of healthy people's eyes, lips, tongue, and nails and those of those who are vitamin deficient. Early identification of vitamin deficiencies can stop serious problems like anemia, infectious illness deaths, maternal or perinatal deaths, and cognitive and physical development problems.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-02-28
DOI
https://doi.org/10.5281/zenodo.15167003
Primary Topic
Nutritional Studies and Diet
Type
article
Field-Weighted Citation Impact
0.00
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article

Vitamins Deficiency Detection Using Image Processing and Neural Network

Zenodo (CERN European Organization for Nuclear Research)
Nutritional Studies and Diet
article

Vitamins Deficiency Detection Using Image Processing and Neural Network

article en

Abstract

Our diets need to contain vitamins. A deficiency will develop if the right number of vitamins aren't consumed. In this study, this project introduces an artificial intelligence (AI) system for early vitamin insufficiency diagnosis. It is a free mobile application that uses the user's images of their eyes, lips, tongue, and nails to identify vitamin deficiencies instead of blood samples. The application will give users a report on any vitamin deficiencies they may have, along with recommendations for the right foods to increase their vitamin intake and fend off deficiencies. The software is trained to differentiate between images of healthy people's eyes, lips, tongue, and nails and those of those who are vitamin deficient. Early identification of vitamin deficiencies can stop serious problems like anemia, infectious illness deaths, maternal or perinatal deaths, and cognitive and physical development problems.

Zenodo (CERN European Organization for Nuclear Research)
PES University (IN)
Openalex Percentile: Top 45%
Nutritional Studies and Diet
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