Lazyandtalentless
Google "what is beautiful is good"
-
- Joined
- Oct 21, 2024
- Posts
- 9,757
His kindness and openness just shines from his bone structure.
Uhmm idk anymore... he's giving off bad vibes nowImagine if someone altered his personality with a brick (in Lego Star Wars: The Complete Saga)
JflUhmm idk anymore... he's giving off bad vibes now![]()
His kindness and openness just shines from his bone structure.
personality is everything
They know deep down, but they are not ready to accept or admitI don’t know how bluepillers can browse this site, see this, and still believe looks don’t matter
Study Summary
Title: Using AI to Quantify Differences Between Male and Female Celebrity Faces
Authors: Alice S. Liu, Cristina A. Salinas, Basel A. Sharaf
Journal: Aesthetic Surgery Journal Open Forum (2023)
Study Type: Comparative study using AI
Subjects: 42 attractive Caucasian celebrities (21 men, 21 women)
Goal: Understand how male and female facial features differ using AI
Why This Matters
- Attractive faces influence how people are seen socially and professionally.
- Celebrities show what society sees as “beautiful.”
- Understanding facial differences can help in cosmetic and gender-affirming surgeries.
How They Did It
1. Who Was Studied
- Famous Caucasian men and women, ages 23–42
- Chosen from lists like People’s “Most Beautiful” and Forbes’ top models
- Photos had to be:
- Frontal view
- No big facial expressions
- No obvious cosmetic surgery
- Clear view of face and hairline
2. How Faces Were Measured
- 100 facial points were marked on each face using:
- Apple’s AI (Apple Vision)
- Custom MATLAB code for extra points (like hairline)
- Three experts double-checked the AI’s work
3. How They Made Measurements Fair
- All sizes were scaled using eye width (corneal diameter) to avoid size differences between images
- Faces tilted slightly were corrected for rotation
What They Measured
- Face height and width
- Facial thirds (forehead, midface, lower face)
- Eyebrow shapes and lengths
- Eye tilt (canthal tilt)
- Jaw width
- Nose width
- Pupil distance
- Scleral show (white part under eyes)
Main Results
Differences Found
Female Faces:
- Larger forehead and midface areas
- More even facial thirds
- Higher eye tilt (canthal tilt)
Male Faces:
- Longer overall faces
- Wider cheekbones and jaws
- Longer eyebrows
- Wider noses
Similarities
- No real difference in:
- Distance between pupils
- Eyebrow angles
- Eye width
- Scleral show (none showed white below iris)
Golden Ratio
- Female face height to jaw width = 1.613
- Male ratio = 1.566
- Ideal golden ratio = 1.618 (very close)
Why It Matters
- This is the first AI-based study to do this on attractive Caucasian celebrities
- Can help surgeons plan:
- Cosmetic enhancements
- Gender-affirming surgeries
- Gives a modern guide to “ideal” facial features based on real people
Strengths
- Fast and accurate thanks to AI
- Scalable method (can be used on lots of photos)
- Doesn’t need live subjects
- Validated against manual measurements
Celebrities Included
Women:
Angelina Jolie, Gigi Hadid, Bella Hadid, Kendall Jenner, Sandra Bullock, Nicole Kidman, Julia Roberts, etc.
Men:
Chris Hemsworth, Bradley Cooper, Adam Levine, Blake Shelton, Channing Tatum, etc.
In Short
This study used AI to carefully compare male and female celebrity faces and found clear patterns in facial proportions. These insights can be used in plastic surgery and help us understand accepted facial aesthetics.
His kindness and openness just shines from his bone structure.
"Bruh, a lot of male celebrities are MTNs and LTNs, they just get women thanks to their confidenceThe personality I need:
YOOOOOOOOOO CHAD’S INNER LIGHT IS MAKING ME SOAKING WET WTF.
![]()





