FreeHarmony

Free, open-source facial harmony analysis. Every metric. No paywall. Ever.

FreeHarmony measures your facial proportions — canthal tilt, midface ratio, jaw-to-cheekbone width, symmetry, and a dozen more — using real landmark geometry that runs entirely in your browser. It exists because the app it replaces charges $4.99/week to show you numbers your own webcam already computed, teases you with a flattering fake score, and then reveals a lower "real" one when you decline to pay.

We think that's garbage. So:

• Everything is free. Every metric, every sub-score, the full report, side profile, scan history. There is no Pro tier because there is no tier.
• The score is math, and only math. Deterministic geometry from MediaPipe face landmarks. Same photo in, same score out — auditable in packages/engine, which has no dependencies and 100% reproducible tests.
• Your face never leaves your device. Landmarking and scoring are fully client-side. The only thing that can ever leave your browser: an AI second-opinion call to a provider you configure (your local Ollama, or your own Claude key). Off by default.
• No dark patterns. One honest score, shown once. If your photo is too blurry or turned too far, we tell you to retake it instead of guessing.

How scoring works

1. MediaPipe Face Landmarker (WASM, in-browser) finds 478 facial landmarks.
2. packages/engine normalizes them (de-mirror, pixel-space, roll-correction) and refuses photos it can't measure honestly (excessive yaw/pitch, blur, occlusion, closed eyes).
3. Seventeen metrics are computed from published facial-aesthetics conventions, each scored against an ideal band with a smooth falloff curve, then rolled up into four area scores and one Harmony %.
4. Optionally, a vision model you control cross-examines the landmarks ("did the jaw point land on an ear?") and can flag a scan as unreliable — it can never change the score.

Scores are photo-based estimates for entertainment and self-improvement, not clinical measurements — lighting, lens distance, and pose all move the numbers. The app says this in-product, and the advice engine hard-refuses surgical/medication coaching and actively discourages dangerous community practices.

License

AGPL-3.0. Use it, fork it, ship it — but if you serve a modified version to users, you must publish your source. Paywalling a fork of the anti-paywall app should at least be embarrassing in public.