⏳ Loading AI model… first load takes 30–60 seconds, then it's cached in your browser.
⚙️ Goals & Settings
Enter your stats above to see your calorie goal.
✓ Saved
📷 Upload Photo for AI Analysis
The AI model runs entirely in your browser — your photo never leaves your device.
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Tap or drag a photo to upload
Front-facing, good lighting · stays 100% on your device
Running AI model…
📊 AI Analysis Result (browser-based CLIP model)
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Confidence breakdown:
⚠ Browser-based CLIP model estimate — educational only. Margin of error ±4–6%. For greater accuracy use a DEXA scan or the Clinical Mode. Enter the result above in the BF % field to update your macro targets.
🧭 Fat Distribution Ranking (population data + AI photo read)
Ranks stomach, legs, back, chest, and arms by estimated share of your total body fat — blending typical population distribution patterns for your selected gender with what the AI sees in your photo.
⚠ "Population baseline" reflects typical regional body-fat storage patterns (men: stomach › back › chest › legs › arms; women: legs › stomach › chest › arms › back). "From your photo" is a single-image AI visual read, which is noisy on its own — this ranking blends the two rather than relying on either alone. A few manual adjustments are then applied: arms are halved if they'd otherwise rank #1, stomach is boosted 15% if it ranks #2, and legs get a 10% boost when your body fat % is under 15. Stomach and chest always rank above arms, back, and legs. Not a segmentation-based or medical measurement. Educational only.
