OMUSCLE

OMUSCLE

The AI rates your physique. Challenge a friend. Only one walks away dominant.

Get in position · Step back · Let the scanner judge

Challenge a Friend→
Solo scan·Enter Arenasoon
7
Factors analyzed
1.618×
Golden ratio target
30
Frames / sec
01
Challenge a friend
Create a private match and share the 6-digit code. Your opponent joins on their device — both cameras go live side by side.
02
AI scans both of you
MediaPipe Pose maps your body landmarks in real-time. 7 factors scored simultaneously. A gold ideal-proportion overlay shows the gap from a 10/10.
03
One walks away dominant
Scores lock in after 15 seconds. 7 hidden factors decide the winner — you see your overall rating, your dominant strength, and your biggest flaw.
Score tiers
Untrained0 – 3

Minimal muscle development. Shoulders near hip width.

Average3 – 5

Some shoulder dominance. Common for casual gym-goers.

Athletic5 – 7

Clear V-taper. Proportions above average male baseline.

Aesthetic7 – 9

Near-ideal ratios. Trained, symmetrical, structured.

Elite9 – 10

Golden-ratio proportions. Extremely rare from landmarks alone.

What the AI analyzes

Exact weights are hidden from users — you only see your score, DOM, and FLAW.

V-Taper24%

Shoulder:hip ratio targeting the golden ratio (1.618×). Requires confident hip detection — faked or obscured hips are excluded.

Shoulder Width20%

Shoulder span relative to torso height in pixel space. Ideal: 1.45× torso height. Weak baseline: 0.85×.

Chest20%

Shoulder dominance relative to overall frame. Ideal: shoulders = 1.40× torso height from front view.

Arm Dev15%

Elbow spread as a proxy for arm mass. Capped at 7.5/10 — the remaining gap requires vision-model definition scoring.

Symmetry13%

Left/right arm length balance + shoulder level. Based on Hughes & Gallup (2003) standards for bilateral proportion.

Arm Proportion5%

Upper arm : forearm length ratio. McCallum/Steve Reeves classical ideal = 1.18. Bell curve scored.

Posture3%

Shoulder tilt angle + nose centering over shoulder midpoint. Uneven stance and lean cost points here.