Which Celebrity Has Your Bone Structure?
We match your facial geometry, not your hair or makeup, against 30 celebrities, then show the styling that works on your structural twin.
Free no signup478 landmarksOn-device no upload~3 s to result
Front-facing · neutral expression · even light
Add a selfie to begin
Method
How it works and the exact formula
Most celebrity look-alike apps compare overall appearance: hair, skin tone, makeup and expression. That's why the result changes when you change your hair. This tool matches bone structure only, comparing the geometry of your face with 30 well-known faces, so your result reflects the proportions you share, not the styling.
MediaPipe Face Landmarker places 478 landmarks on your photo in your browser. We level the face and compute six structural ratios: length-to-width, facial width-to-height (fWHR), jaw-to-cheek, forehead-to-cheek, canthal tilt and midface ratio. The same six ratios are pre-computed for each celebrity and stored as a small vector file that your browser downloads.
Each ratio is divided by its standard deviation across the reference set (so a difference of 0.05 in fWHR and 1° of canthal tilt count fairly), weighted by importance, and compared with a weighted Euclidean distance. Distance is converted into a calibrated similarity between 55% and 99%, with a one-point bonus when your face shape matches theirs. You see your top match, two runners-up, the match's face shape and color season, and their signature hairstyles, necklines and eyewear.
That last part is the useful bit. Celebrities have teams that test hundreds of looks, so a celebrity with your bone structure is a shortcut to styles likely to work on you. You can filter matches by women, men or all, and preview any of their signature looks on your own photo in the Studio.
Why bone structure rather than overall resemblance? Overall resemblance is dominated by things you can change in an afternoon, such as hair color, haircut, makeup and facial hair, so it says little about what will suit you. Bone structure is the frame those choices sit on. Two people with the same length-to-width ratio, jaw width and canthal tilt get similar results from the same haircut and frames, even if their coloring is completely different, which is exactly the information you need when choosing a new look.
For the most reliable match, use a sharp, front-facing photo with a neutral expression and hair off your forehead. Smiling widens the lower face and lifts the cheeks, which shifts the jaw and midface ratios; a fringe hides forehead width. If your top three matches change a lot between two good photos, your proportions sit between several reference faces, so treat the runners-up as equally valid sources of styling ideas.
Formulas
- Feature vector
- v = [LWR, fWHR, J2C, F2C, tilt, midface]
- Normalization
- Δᵢ = (v_you,i − v_celeb,i) ÷ σᵢ, σ = standard deviation over the reference set
- Distance
- d = √(Σ wᵢ · Δᵢ² ÷ Σ wᵢ)
- Similarity
- similarity = min(99, round(55 + 44 · e^(−0.35 · d²)) + same-shape bonus)
MediaPipe landmarks used
| Anatomical point | Index | Role |
|---|---|---|
| Iris centers | 468 / 473 | Level the face (roll correction) before any ratio is computed. |
| Trichion (proxy) / menton | 10 / 152 | Face length. |
| Zygion | 234 / 454 | Cheekbone width. |
| Forehead / gonion | 103 / 332, 58 / 288 | Forehead and jaw widths. |
| Glabella / labrale superius | 168 / 0 | fWHR height. |
| Canthi | 33 / 133 / 362 / 263 | Canthal tilt. |
Benchmarks
What the similarity percentage means
| Similarity | Interpretation | Typical cause | Styling relevance | Next step |
|---|---|---|---|---|
| 90%+ | Structural twin | Average ratio gap < 0.8 SD | Their looks should translate closely | Preview their signature cut |
| 80 – 89% | Strong match | Average gap 0.8 – 1.3 SD | Most looks translate | Check which ratio differs |
| 70 – 79% | Partial match | Average gap 1.3 – 1.75 SD | Borrow cuts, adjust necklines | Compare runners-up |
| 55 – 69% | Loose match | Average gap > 1.75 SD | Use face-shape advice instead | Run the face shape detector |
Similarity is calibrated to 55–99%: 55% means no structural overlap with that reference face. It depends on the reference set of 30 faces, so a lower top match usually means your proportions are distinctive, not unusual.
Styling
Styling and virtual try-on by result
Use your structural twin as a styling shortcut.
Strong match (85%+)
Start with their signature haircut and frames; they've been tested on very similar proportions.
Try their look on your photoMatches differ in gender
Bone structure isn't gendered in a simple way. Translate the look: a male match's short textured crop can become a pixie, a female match's lob can become a medium flow.
See cuts for your shapeDifferent color season
Keep the cut, change the colors. Your palette matters more than your twin's when choosing tops and frames.
Find your own seasonLow top similarity
Your face doesn't sit near any one reference, so rely on your measured face shape and proportions instead.
Detect your face shapeWant their glasses?
Frames are the easiest signature look to borrow. Check that the frame suits your measured eye spacing, then render it on your face.
Match frames to your faceCelebrity Bone Structure: frequently asked questions
Which celebrity has my bone structure?
Upload a front-facing selfie and we compare six structural ratios with 30 celebrities, returning your top match and two runners-up with a similarity score.
Why don't I look like my celebrity match?
Bone structure is only part of appearance. Coloring, hair, skin, weight and expression change how similar two faces look. Your match shares proportions, which is why their styling translates, even if you don't look alike at a glance.
How is this different from other celebrity look-alike apps?
Typical look-alike apps compare overall appearance with face-recognition embeddings, which pick up hair and skin tone. We compare only measured geometry, so changing your hair won't change your match.
Can I get matched only with women or only with men?
Yes, filter by women, men or all. Proportions are measured the same way for everyone.
Is my photo compared against a celebrity photo database?
No. Only six numbers per celebrity are stored, and the comparison runs in your browser. Your photo isn't uploaded.
Can I try my celebrity twin's hairstyle?
Yes. Upload a photo of their haircut in the Try-On Studio to get a compatibility rating and see it rendered on your selfie.
Why do I get a different celebrity in different photos?
Expression, head angle and lens distance shift the six ratios slightly. If you sit between several reference faces, small shifts change the order of your matches. Use a neutral, front-facing photo and treat close runners-up as equally good matches.
References
- Farkas LG (1994). Anthropometry of the Head and Face (2nd ed.). Raven Press, New York.
- Carré JM, McCormick CM (2008). In your face: facial metrics predict aggressive behaviour in the laboratory and in varsity and professional hockey players. Proceedings of the Royal Society B 275:2651–2656.
- Kartynnik Y, Ablavatski A, Grishchenko I, Grundmann M (2019). Real-time Facial Surface Geometry from Monocular Video on Mobile GPUs. CVPR Workshop on Computer Vision for AR/VR.
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