AI-Powered Body Composition Analyzer
Web-based application for anthropometric somatotype classification. Extracts body measurements via CNN silhouette analysis, computes Heath-Carter ratings, and suggests condition-specific diets & exercises. Paper accepted at ECAI 2026.
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Traditional body composition analysis is expensive and inaccessible — requiring in-person visits and specialized equipment. There is no affordable digital somatotype tool available for everyday users who want to understand their body type and get personalized health recommendations.
SomaLens uses Ensemble AI (CNN silhouette extraction + Heath-Carter computation) to analyze body composition from simple photos. Users upload a full-body image, the system extracts their silhouette, computes Endomorph-Mesomorph-Ectomorph scores with 98.5% confidence, and provides personalized diet and exercise recommendations.
The standout feature that makes this project special.
Upload a single full-body photo and get instant somatotype classification. The CNN model extracts your body silhouette, computes precise Endomorph-Mesomorph-Ectomorph scores, tracks your progress over time with trend charts, and generates personalized wellness recommendations — all achieving 98.5% analysis confidence.
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Explore what each user type can do within the system.
Interactive chart showing Endomorphy, Mesomorphy, Ectomorphy, and Weight trends over time. Latest status card shows current body classification at a glance.
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Upload a full-body photo for instant CNN-powered silhouette extraction and Heath-Carter somatotype computation. Get precise Endo-Meso-Ecto scores with confidence percentage.
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View all past scans in a detailed table with date, somatotype classification, Endo-Meso-Ecto scores, and actions to view or export results. Track your body composition journey over time.
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Based on your somatotype classification, receive condition-specific diet plans and exercise routines tailored to your unique body composition.
Clean, professional landing page with science-backed precision messaging, feature overview, and seamless sign-up flow.
Browse all screenshots from the project.
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