Vitamins Deficiency Detection Using Image Processing and Neural Network

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.

Institutions

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-02-28
DOI
https://doi.org/10.5281/zenodo.15332622
Primary Topic
Seedling growth and survival studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Vitamins Deficiency Detection Using Image Processing and Neural Network

Zenodo (CERN European Organization for Nuclear Research)
Seedling growth and survival studies
article

Vitamins Deficiency Detection Using Image Processing and Neural Network

article en

Abstract

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 53%
Seedling growth and survival studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.